conversations
list |
|---|
[
{
"role": "message-agent",
"value": "Thought: I need to accomplish that task and transfer the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"57314\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-07-18 00:29:09.000000+00:00\", \"2022-07-25 12:06:28.000000+00:00\"], \"session_ids\": [\"7c31c731-0737-4873-863e-c028a04986d7\", \"ca1cf880-114b-4d22-95bd-aabd7787bd98\"], \"total_duration\": 397.0, \"total_sessions\": 2, \"mean_week_duration\": 397.0}}, {\"84804\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-06-23 06:54:39.000000+00:00\", \"2022-06-26 03:09:27.000000+00:00\", \"2021-09-06 14:29:55.000000+00:00\", \"2023-02-24 03:50:30.000000+00:00\", \"2021-07-29 12:33:01.000000+00:00\", \"2021-10-12 21:31:29.000000+00:00\", \"2019-12-05 17:57:45.000000+00:00\"], \"session_ids\": [\"208e5f8e-31e9-4329-bb1e-c06a7c97db14\", \"80b3d549-fe5f-4fae-8498-1c95959e7f4b\", \"22b4b2b1-e5ea-44fe-8b0e-3ffb1f6b5fc7\", \"abef9344-c619-48d1-9530-5db54d90b861\", \"c37c8f87-bd8b-456f-9666-51503ac96564\", \"81db9aa9-19dd-490c-bb1d-43ca244511fb\", \"1ebb9b53-96b2-4fbb-be33-2cd9c84029fb\"], \"total_duration\": 8366.0, \"total_sessions\": 7, \"mean_week_duration\": 43.573}}, {\"33443\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2019-08-16 00:09:49.000000+00:00\", \"2019-01-12 11:34:13.000000+00:00\", \"2020-01-18 00:25:32.000000+00:00\"], \"session_ids\": [\"c2b8065d-5331-4272-8e97-53617aa40870\", \"ce6a98b5-26ff-4668-b123-c2dda6b7868d\", \"c040b9b1-c88c-473c-b7ff-67364c70c5a2\"], \"total_duration\": 864.0, \"total_sessions\": 3, \"mean_week_duration\": 16.302}}, {\"23469\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2021-01-13 18:00:58.000000+00:00\", \"2022-01-12 11:53:18.000000+00:00\"], \"session_ids\": [\"994f834a-de3b-4f73-b4aa-ca4eea29c8aa\", \"23317b74-4397-41ca-bc66-f95f7279d217\"], \"total_duration\": 282.0, \"total_sessions\": 2, \"mean_week_duration\": 5.423}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please offer data on 8 users who have mean week duration strictly smaller than 26 and bigger than 13 in addition apply sorting by sum of duration desc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"90982\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 6, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2023-05-26 11:37:11.000000+00:00\", \"2022-11-24 00:23:31.000000+00:00\"], \"session_ids\": [\"59013e4a-255b-4c0e-bc31-cff9f7940748\", \"d7298c88-1094-4024-8af4-44fa9fec1a59\"], \"total_duration\": 212.0, \"total_sessions\": 2, \"mean_week_duration\": 7.852}, \"45296\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-12-22 18:49:48.000000+00:00\", \"2020-02-19 01:24:38.000000+00:00\", \"2021-02-02 08:17:52.000000+00:00\"], \"session_ids\": [\"2681a0d6-acdc-4a8d-a591-f33240f47719\", \"7168616e-af06-4c7a-8ba8-6a7b649fe6fc\", \"829db4d7-583f-476d-8c62-b64e92ace1b9\"], \"total_duration\": 364.0, \"total_sessions\": 3, \"mean_week_duration\": 6.169}, \"50480\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-09-20 06:41:08.000000+00:00\", \"2019-04-01 18:48:10.000000+00:00\"], \"session_ids\": [\"da5db903-9588-4921-936d-570f7d746acc\", \"80444882-db6a-452c-a598-f4c8cbcc9b8c\"], \"total_duration\": 364.0, \"total_sessions\": 2, \"mean_week_duration\": 14.56}, \"86008\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-04-24 07:21:44.000000+00:00\", \"2020-02-10 11:15:33.000000+00:00\", \"2022-12-12 00:01:22.000000+00:00\"], \"session_ids\": [\"30725c2b-cdbd-4e07-ad15-4b46f0189b18\", \"cca656ef-4a3f-43a1-adb5-fc6b67d7f798\", \"494bea33-1ed9-42cb-80d5-5f61aa6225e3\"], \"total_duration\": 260.0, \"total_sessions\": 3, \"mean_week_duration\": 1.757}, \"34382\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2020-07-02 20:44:48.000000+00:00\", \"2019-11-20 10:47:30.000000+00:00\"], \"session_ids\": [\"2ccab74c-ef23-4bcf-8c89-e340f54f766f\", \"bb227074-a351-4e13-a24d-4223a8c91c78\"], \"total_duration\": 311.0, \"total_sessions\": 2, \"mean_week_duration\": 9.424}, \"27527\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-08-28 04:52:11.000000+00:00\", \"2019-12-25 03:45:15.000000+00:00\", \"2023-06-01 12:11:18.000000+00:00\", \"2021-04-08 04:32:26.000000+00:00\", \"2019-06-19 01:05:39.000000+00:00\", \"2022-03-14 13:19:59.000000+00:00\"], \"session_ids\": [\"259105ec-08ec-4d66-b722-cf7fef0297f9\", \"448056a5-3548-4a91-9e79-1c304944681b\", \"9eaa96b5-554e-4850-a721-b291f6ccb2e6\", \"a5ce6277-6d39-4450-88c2-cc4f22910d29\", \"2413497b-6903-4ca1-ac20-4cb3029e62db\", \"2c98a5ea-8943-4ce5-98a9-d9e6549ee8fd\"], \"total_duration\": 4714.0, \"total_sessions\": 6, \"mean_week_duration\": 22.773}, \"99460\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-02-21 05:38:28.000000+00:00\", \"2019-06-11 17:02:46.000000+00:00\", \"2022-07-13 19:18:14.000000+00:00\", \"2022-04-01 22:54:56.000000+00:00\"], \"session_ids\": [\"cc21fd62-d950-4d71-a7a7-5b3598416f55\", \"05e42667-3ee2-457c-9a48-0366447ce792\", \"c09c0e7b-8837-4edc-9105-897ce8e11c33\", \"b446eb2d-9d0c-4d82-90e9-cbb8809464fa\"], \"total_duration\": 269.0, \"total_sessions\": 4, \"mean_week_duration\": 1.66}, \"58041\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-28 11:44:06.000000+00:00\", \"2020-09-04 11:48:08.000000+00:00\", \"2020-11-18 01:45:27.000000+00:00\", \"2019-08-19 02:21:48.000000+00:00\", \"2022-12-16 07:35:47.000000+00:00\", \"2019-02-25 13:19:40.000000+00:00\", \"2020-05-05 04:45:39.000000+00:00\"], \"session_ids\": [\"515ec069-cf35-4e2b-adf8-eb37b59acb5b\", \"860d37f8-1a84-4bc2-82e2-e7ea6041ff2b\", \"2a11b7c7-e214-4aaf-8863-2292bfeb36f5\", \"37a0ca45-719f-45cb-acc2-def21a25bfa2\", \"a6089552-aa43-4836-bb02-28fa5ab3626f\", \"2b79d2d5-3e35-4b44-8e80-072e26ce89c6\", \"80df0b05-0850-44f8-aa3c-d0a6ece3b8c4\"], \"total_duration\": 2897.0, \"total_sessions\": 7, \"mean_week_duration\": 14.558}, \"30709\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 1}, \"city_name\": \"Jakarta\", \"datetimes\": [\"2020-08-13 18:29:33.000000+00:00\", \"2020-08-02 22:17:37.000000+00:00\"], \"session_ids\": [\"2bd24e54-4919-4a81-b75d-9942d27c2f90\", \"b8489bec-aac2-4d41-993b-471372fa9cd4\"], \"total_duration\": 242.0, \"total_sessions\": 2, \"mean_week_duration\": 121.0}, \"39625\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-01-20 21:21:52.000000+00:00\", \"2023-02-10 12:21:23.000000+00:00\"], \"session_ids\": [\"9ecfade5-6f09-40d2-97d4-7041523932e8\", \"4d2ef5c7-43ca-46ac-b23a-7b3766e0cec4\"], \"total_duration\": 470.0, \"total_sessions\": 2, \"mean_week_duration\": 8.545}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or greater than 13 and are less than 26"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\", \"<\"]]}, \"all_values\": {\"mean_week_duration\": [[13, 26]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"50480\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-09-20 06:41:08.000000+00:00\", \"2019-04-01 18:48:10.000000+00:00\"], \"session_ids\": [\"da5db903-9588-4921-936d-570f7d746acc\", \"80444882-db6a-452c-a598-f4c8cbcc9b8c\"], \"total_duration\": 364.0, \"total_sessions\": 2, \"mean_week_duration\": 14.56}, \"27527\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-08-28 04:52:11.000000+00:00\", \"2019-12-25 03:45:15.000000+00:00\", \"2023-06-01 12:11:18.000000+00:00\", \"2021-04-08 04:32:26.000000+00:00\", \"2019-06-19 01:05:39.000000+00:00\", \"2022-03-14 13:19:59.000000+00:00\"], \"session_ids\": [\"259105ec-08ec-4d66-b722-cf7fef0297f9\", \"448056a5-3548-4a91-9e79-1c304944681b\", \"9eaa96b5-554e-4850-a721-b291f6ccb2e6\", \"a5ce6277-6d39-4450-88c2-cc4f22910d29\", \"2413497b-6903-4ca1-ac20-4cb3029e62db\", \"2c98a5ea-8943-4ce5-98a9-d9e6549ee8fd\"], \"total_duration\": 4714.0, \"total_sessions\": 6, \"mean_week_duration\": 22.773}, \"58041\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-28 11:44:06.000000+00:00\", \"2020-09-04 11:48:08.000000+00:00\", \"2020-11-18 01:45:27.000000+00:00\", \"2019-08-19 02:21:48.000000+00:00\", \"2022-12-16 07:35:47.000000+00:00\", \"2019-02-25 13:19:40.000000+00:00\", \"2020-05-05 04:45:39.000000+00:00\"], \"session_ids\": [\"515ec069-cf35-4e2b-adf8-eb37b59acb5b\", \"860d37f8-1a84-4bc2-82e2-e7ea6041ff2b\", \"2a11b7c7-e214-4aaf-8863-2292bfeb36f5\", \"37a0ca45-719f-45cb-acc2-def21a25bfa2\", \"a6089552-aa43-4836-bb02-28fa5ab3626f\", \"2b79d2d5-3e35-4b44-8e80-072e26ce89c6\", \"80df0b05-0850-44f8-aa3c-d0a6ece3b8c4\"], \"total_duration\": 2897.0, \"total_sessions\": 7, \"mean_week_duration\": 14.558}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"27527\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-08-28 04:52:11.000000+00:00\", \"2019-12-25 03:45:15.000000+00:00\", \"2023-06-01 12:11:18.000000+00:00\", \"2021-04-08 04:32:26.000000+00:00\", \"2019-06-19 01:05:39.000000+00:00\", \"2022-03-14 13:19:59.000000+00:00\"], \"session_ids\": [\"259105ec-08ec-4d66-b722-cf7fef0297f9\", \"448056a5-3548-4a91-9e79-1c304944681b\", \"9eaa96b5-554e-4850-a721-b291f6ccb2e6\", \"a5ce6277-6d39-4450-88c2-cc4f22910d29\", \"2413497b-6903-4ca1-ac20-4cb3029e62db\", \"2c98a5ea-8943-4ce5-98a9-d9e6549ee8fd\"], \"total_duration\": 4714.0, \"total_sessions\": 6, \"mean_week_duration\": 22.773}}, {\"58041\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-28 11:44:06.000000+00:00\", \"2020-09-04 11:48:08.000000+00:00\", \"2020-11-18 01:45:27.000000+00:00\", \"2019-08-19 02:21:48.000000+00:00\", \"2022-12-16 07:35:47.000000+00:00\", \"2019-02-25 13:19:40.000000+00:00\", \"2020-05-05 04:45:39.000000+00:00\"], \"session_ids\": [\"515ec069-cf35-4e2b-adf8-eb37b59acb5b\", \"860d37f8-1a84-4bc2-82e2-e7ea6041ff2b\", \"2a11b7c7-e214-4aaf-8863-2292bfeb36f5\", \"37a0ca45-719f-45cb-acc2-def21a25bfa2\", \"a6089552-aa43-4836-bb02-28fa5ab3626f\", \"2b79d2d5-3e35-4b44-8e80-072e26ce89c6\", \"80df0b05-0850-44f8-aa3c-d0a6ece3b8c4\"], \"total_duration\": 2897.0, \"total_sessions\": 7, \"mean_week_duration\": 14.558}}, {\"50480\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-09-20 06:41:08.000000+00:00\", \"2019-04-01 18:48:10.000000+00:00\"], \"session_ids\": [\"da5db903-9588-4921-936d-570f7d746acc\", \"80444882-db6a-452c-a598-f4c8cbcc9b8c\"], \"total_duration\": 364.0, \"total_sessions\": 2, \"mean_week_duration\": 14.56}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 8 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 8, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"27527\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-08-28 04:52:11.000000+00:00\", \"2019-12-25 03:45:15.000000+00:00\", \"2023-06-01 12:11:18.000000+00:00\", \"2021-04-08 04:32:26.000000+00:00\", \"2019-06-19 01:05:39.000000+00:00\", \"2022-03-14 13:19:59.000000+00:00\"], \"session_ids\": [\"259105ec-08ec-4d66-b722-cf7fef0297f9\", \"448056a5-3548-4a91-9e79-1c304944681b\", \"9eaa96b5-554e-4850-a721-b291f6ccb2e6\", \"a5ce6277-6d39-4450-88c2-cc4f22910d29\", \"2413497b-6903-4ca1-ac20-4cb3029e62db\", \"2c98a5ea-8943-4ce5-98a9-d9e6549ee8fd\"], \"total_duration\": 4714.0, \"total_sessions\": 6, \"mean_week_duration\": 22.773}}, {\"58041\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-28 11:44:06.000000+00:00\", \"2020-09-04 11:48:08.000000+00:00\", \"2020-11-18 01:45:27.000000+00:00\", \"2019-08-19 02:21:48.000000+00:00\", \"2022-12-16 07:35:47.000000+00:00\", \"2019-02-25 13:19:40.000000+00:00\", \"2020-05-05 04:45:39.000000+00:00\"], \"session_ids\": [\"515ec069-cf35-4e2b-adf8-eb37b59acb5b\", \"860d37f8-1a84-4bc2-82e2-e7ea6041ff2b\", \"2a11b7c7-e214-4aaf-8863-2292bfeb36f5\", \"37a0ca45-719f-45cb-acc2-def21a25bfa2\", \"a6089552-aa43-4836-bb02-28fa5ab3626f\", \"2b79d2d5-3e35-4b44-8e80-072e26ce89c6\", \"80df0b05-0850-44f8-aa3c-d0a6ece3b8c4\"], \"total_duration\": 2897.0, \"total_sessions\": 7, \"mean_week_duration\": 14.558}}, {\"50480\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-09-20 06:41:08.000000+00:00\", \"2019-04-01 18:48:10.000000+00:00\"], \"session_ids\": [\"da5db903-9588-4921-936d-570f7d746acc\", \"80444882-db6a-452c-a598-f4c8cbcc9b8c\"], \"total_duration\": 364.0, \"total_sessions\": 2, \"mean_week_duration\": 14.56}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"27527\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3}, \"city_name\": \"Budapest\", \"datetimes\": [\"2022-08-28 04:52:11.000000+00:00\", \"2019-12-25 03:45:15.000000+00:00\", \"2023-06-01 12:11:18.000000+00:00\", \"2021-04-08 04:32:26.000000+00:00\", \"2019-06-19 01:05:39.000000+00:00\", \"2022-03-14 13:19:59.000000+00:00\"], \"session_ids\": [\"259105ec-08ec-4d66-b722-cf7fef0297f9\", \"448056a5-3548-4a91-9e79-1c304944681b\", \"9eaa96b5-554e-4850-a721-b291f6ccb2e6\", \"a5ce6277-6d39-4450-88c2-cc4f22910d29\", \"2413497b-6903-4ca1-ac20-4cb3029e62db\", \"2c98a5ea-8943-4ce5-98a9-d9e6549ee8fd\"], \"total_duration\": 4714.0, \"total_sessions\": 6, \"mean_week_duration\": 22.773}}, {\"58041\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-11-28 11:44:06.000000+00:00\", \"2020-09-04 11:48:08.000000+00:00\", \"2020-11-18 01:45:27.000000+00:00\", \"2019-08-19 02:21:48.000000+00:00\", \"2022-12-16 07:35:47.000000+00:00\", \"2019-02-25 13:19:40.000000+00:00\", \"2020-05-05 04:45:39.000000+00:00\"], \"session_ids\": [\"515ec069-cf35-4e2b-adf8-eb37b59acb5b\", \"860d37f8-1a84-4bc2-82e2-e7ea6041ff2b\", \"2a11b7c7-e214-4aaf-8863-2292bfeb36f5\", \"37a0ca45-719f-45cb-acc2-def21a25bfa2\", \"a6089552-aa43-4836-bb02-28fa5ab3626f\", \"2b79d2d5-3e35-4b44-8e80-072e26ce89c6\", \"80df0b05-0850-44f8-aa3c-d0a6ece3b8c4\"], \"total_duration\": 2897.0, \"total_sessions\": 7, \"mean_week_duration\": 14.558}}, {\"50480\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2019-09-20 06:41:08.000000+00:00\", \"2019-04-01 18:48:10.000000+00:00\"], \"session_ids\": [\"da5db903-9588-4921-936d-570f7d746acc\", \"80444882-db6a-452c-a598-f4c8cbcc9b8c\"], \"total_duration\": 364.0, \"total_sessions\": 2, \"mean_week_duration\": 14.56}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Offer me knowledge about 7 users who don't belong to cities New Delhi, Beijing, Stockholm, Istanbul, Helsinki, Johannesburg, Havana and perform sorting by time spent on the site per week descendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"68778\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-03-27 10:39:24.000000+00:00\", \"2022-05-11 06:27:40.000000+00:00\", \"2020-05-12 14:46:43.000000+00:00\"], \"session_ids\": [\"b6e0a501-d5ad-4bfc-aa69-65b6b48086be\", \"dff9ecb9-6e05-4915-bc1f-3794e8bf865e\", \"f193b5b8-9281-444b-b7e9-1a0d90c43050\"], \"total_duration\": 493.0, \"total_sessions\": 3, \"mean_week_duration\": 3.025}, \"33540\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-03-19 23:55:51.000000+00:00\", \"2021-12-24 05:43:27.000000+00:00\"], \"session_ids\": [\"5fa12c42-f005-4331-96b3-63105ce42cfa\", \"2af6bc29-4feb-44fa-adae-eb7ed45d9a6c\"], \"total_duration\": 488.0, \"total_sessions\": 2, \"mean_week_duration\": 5.304}, \"79133\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2022-08-05 23:59:09.000000+00:00\", \"2021-06-09 01:43:28.000000+00:00\"], \"session_ids\": [\"e0b89874-74b6-4bd0-9d9d-a0c3d5b14bca\", \"e401e056-a256-4786-8853-7cc4da7f0d69\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 1.164}, \"87154\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-02-04 14:01:27.000000+00:00\", \"2019-03-05 08:47:14.000000+00:00\"], \"session_ids\": [\"3b50f51f-e6cf-4739-990e-e395199e0045\", \"8e00f611-ab51-4e12-a432-fe4966fc2c0a\"], \"total_duration\": 124.0, \"total_sessions\": 2, \"mean_week_duration\": 0.81}, \"24756\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-03-01 05:07:38.000000+00:00\", \"2020-05-18 00:13:02.000000+00:00\", \"2021-02-04 22:39:28.000000+00:00\"], \"session_ids\": [\"9fd6deeb-ed84-41ea-a196-f0e42979f320\", \"bc4fdad8-d47e-4fcb-8846-2e17f1d1bc5e\", \"a91ab663-dcca-470f-9138-addbb5e39611\"], \"total_duration\": 980.0, \"total_sessions\": 3, \"mean_week_duration\": 10.426}, \"70956\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-11-24 17:20:24.000000+00:00\", \"2020-09-03 19:16:11.000000+00:00\"], \"session_ids\": [\"5ec3bd5b-1bd2-484d-b5df-a4eaf0e3f0f0\", \"524022ac-3c80-4348-aa61-baf391f5fee8\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 0.974}, \"43300\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-09-29 00:28:03.000000+00:00\", \"2019-06-18 20:46:44.000000+00:00\", \"2019-11-11 14:30:53.000000+00:00\", \"2020-03-28 17:07:30.000000+00:00\", \"2020-03-22 23:44:58.000000+00:00\", \"2023-02-21 05:58:29.000000+00:00\", \"2021-01-10 23:52:27.000000+00:00\"], \"session_ids\": [\"369d24c5-e319-499a-afee-e623e45473b9\", \"01f1bb45-0200-4bce-9a3f-0943bae4f3c6\", \"8b2b435c-c828-4b58-93fc-4bdae04090c0\", \"ddf42c44-de25-476d-9fa2-75356be40f3f\", \"b7791fd4-05d6-4a76-a47c-b7a16b30d7d6\", \"b414d60b-12b1-4376-81ba-74370a97efbe\", \"ea86c830-e1c3-48a2-be4e-863515c15d10\"], \"total_duration\": 9193.0, \"total_sessions\": 7, \"mean_week_duration\": 47.88}, \"96712\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-03 08:56:52.000000+00:00\", \"2020-07-27 19:00:23.000000+00:00\"], \"session_ids\": [\"5b3b9a82-188c-4fc9-9078-c1813e690962\", \"62126edc-7be0-4970-9afd-adc6f73ed15c\"], \"total_duration\": 179.0, \"total_sessions\": 2, \"mean_week_duration\": 1.201}, \"16004\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-03-02 19:25:45.000000+00:00\", \"2022-09-13 10:14:10.000000+00:00\"], \"session_ids\": [\"dd3a6373-f147-45a7-890d-38062a4be22f\", \"67a78723-f84b-41a2-ad41-4db569df3ab4\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.425}, \"28286\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 6}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-09-02 16:37:39.000000+00:00\", \"2022-06-05 02:30:20.000000+00:00\", \"2023-02-27 02:59:28.000000+00:00\"], \"session_ids\": [\"50f90993-a30e-4796-a3b8-9cf76d7ac9b9\", \"f9138d97-b072-45b4-b416-3f2923b22631\", \"f6124079-670a-4c6b-b4f8-73f3222385bf\"], \"total_duration\": 222.0, \"total_sessions\": 3, \"mean_week_duration\": 1.22}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are not New Delhi, Beijing, Stockholm, Istanbul, Helsinki, Johannesburg, Havana"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"New Delhi\", \"Beijing\", \"Stockholm\", \"Istanbul\", \"Helsinki\", \"Johannesburg\", \"Havana\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"68778\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-03-27 10:39:24.000000+00:00\", \"2022-05-11 06:27:40.000000+00:00\", \"2020-05-12 14:46:43.000000+00:00\"], \"session_ids\": [\"b6e0a501-d5ad-4bfc-aa69-65b6b48086be\", \"dff9ecb9-6e05-4915-bc1f-3794e8bf865e\", \"f193b5b8-9281-444b-b7e9-1a0d90c43050\"], \"total_duration\": 493.0, \"total_sessions\": 3, \"mean_week_duration\": 3.025}, \"33540\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-03-19 23:55:51.000000+00:00\", \"2021-12-24 05:43:27.000000+00:00\"], \"session_ids\": [\"5fa12c42-f005-4331-96b3-63105ce42cfa\", \"2af6bc29-4feb-44fa-adae-eb7ed45d9a6c\"], \"total_duration\": 488.0, \"total_sessions\": 2, \"mean_week_duration\": 5.304}, \"87154\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-02-04 14:01:27.000000+00:00\", \"2019-03-05 08:47:14.000000+00:00\"], \"session_ids\": [\"3b50f51f-e6cf-4739-990e-e395199e0045\", \"8e00f611-ab51-4e12-a432-fe4966fc2c0a\"], \"total_duration\": 124.0, \"total_sessions\": 2, \"mean_week_duration\": 0.81}, \"24756\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-03-01 05:07:38.000000+00:00\", \"2020-05-18 00:13:02.000000+00:00\", \"2021-02-04 22:39:28.000000+00:00\"], \"session_ids\": [\"9fd6deeb-ed84-41ea-a196-f0e42979f320\", \"bc4fdad8-d47e-4fcb-8846-2e17f1d1bc5e\", \"a91ab663-dcca-470f-9138-addbb5e39611\"], \"total_duration\": 980.0, \"total_sessions\": 3, \"mean_week_duration\": 10.426}, \"70956\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-11-24 17:20:24.000000+00:00\", \"2020-09-03 19:16:11.000000+00:00\"], \"session_ids\": [\"5ec3bd5b-1bd2-484d-b5df-a4eaf0e3f0f0\", \"524022ac-3c80-4348-aa61-baf391f5fee8\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 0.974}, \"43300\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-09-29 00:28:03.000000+00:00\", \"2019-06-18 20:46:44.000000+00:00\", \"2019-11-11 14:30:53.000000+00:00\", \"2020-03-28 17:07:30.000000+00:00\", \"2020-03-22 23:44:58.000000+00:00\", \"2023-02-21 05:58:29.000000+00:00\", \"2021-01-10 23:52:27.000000+00:00\"], \"session_ids\": [\"369d24c5-e319-499a-afee-e623e45473b9\", \"01f1bb45-0200-4bce-9a3f-0943bae4f3c6\", \"8b2b435c-c828-4b58-93fc-4bdae04090c0\", \"ddf42c44-de25-476d-9fa2-75356be40f3f\", \"b7791fd4-05d6-4a76-a47c-b7a16b30d7d6\", \"b414d60b-12b1-4376-81ba-74370a97efbe\", \"ea86c830-e1c3-48a2-be4e-863515c15d10\"], \"total_duration\": 9193.0, \"total_sessions\": 7, \"mean_week_duration\": 47.88}, \"96712\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-03 08:56:52.000000+00:00\", \"2020-07-27 19:00:23.000000+00:00\"], \"session_ids\": [\"5b3b9a82-188c-4fc9-9078-c1813e690962\", \"62126edc-7be0-4970-9afd-adc6f73ed15c\"], \"total_duration\": 179.0, \"total_sessions\": 2, \"mean_week_duration\": 1.201}, \"16004\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-03-02 19:25:45.000000+00:00\", \"2022-09-13 10:14:10.000000+00:00\"], \"session_ids\": [\"dd3a6373-f147-45a7-890d-38062a4be22f\", \"67a78723-f84b-41a2-ad41-4db569df3ab4\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.425}, \"28286\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 6}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-09-02 16:37:39.000000+00:00\", \"2022-06-05 02:30:20.000000+00:00\", \"2023-02-27 02:59:28.000000+00:00\"], \"session_ids\": [\"50f90993-a30e-4796-a3b8-9cf76d7ac9b9\", \"f9138d97-b072-45b4-b416-3f2923b22631\", \"f6124079-670a-4c6b-b4f8-73f3222385bf\"], \"total_duration\": 222.0, \"total_sessions\": 3, \"mean_week_duration\": 1.22}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"43300\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-09-29 00:28:03.000000+00:00\", \"2019-06-18 20:46:44.000000+00:00\", \"2019-11-11 14:30:53.000000+00:00\", \"2020-03-28 17:07:30.000000+00:00\", \"2020-03-22 23:44:58.000000+00:00\", \"2023-02-21 05:58:29.000000+00:00\", \"2021-01-10 23:52:27.000000+00:00\"], \"session_ids\": [\"369d24c5-e319-499a-afee-e623e45473b9\", \"01f1bb45-0200-4bce-9a3f-0943bae4f3c6\", \"8b2b435c-c828-4b58-93fc-4bdae04090c0\", \"ddf42c44-de25-476d-9fa2-75356be40f3f\", \"b7791fd4-05d6-4a76-a47c-b7a16b30d7d6\", \"b414d60b-12b1-4376-81ba-74370a97efbe\", \"ea86c830-e1c3-48a2-be4e-863515c15d10\"], \"total_duration\": 9193.0, \"total_sessions\": 7, \"mean_week_duration\": 47.88}}, {\"24756\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-03-01 05:07:38.000000+00:00\", \"2020-05-18 00:13:02.000000+00:00\", \"2021-02-04 22:39:28.000000+00:00\"], \"session_ids\": [\"9fd6deeb-ed84-41ea-a196-f0e42979f320\", \"bc4fdad8-d47e-4fcb-8846-2e17f1d1bc5e\", \"a91ab663-dcca-470f-9138-addbb5e39611\"], \"total_duration\": 980.0, \"total_sessions\": 3, \"mean_week_duration\": 10.426}}, {\"33540\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-03-19 23:55:51.000000+00:00\", \"2021-12-24 05:43:27.000000+00:00\"], \"session_ids\": [\"5fa12c42-f005-4331-96b3-63105ce42cfa\", \"2af6bc29-4feb-44fa-adae-eb7ed45d9a6c\"], \"total_duration\": 488.0, \"total_sessions\": 2, \"mean_week_duration\": 5.304}}, {\"68778\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-03-27 10:39:24.000000+00:00\", \"2022-05-11 06:27:40.000000+00:00\", \"2020-05-12 14:46:43.000000+00:00\"], \"session_ids\": [\"b6e0a501-d5ad-4bfc-aa69-65b6b48086be\", \"dff9ecb9-6e05-4915-bc1f-3794e8bf865e\", \"f193b5b8-9281-444b-b7e9-1a0d90c43050\"], \"total_duration\": 493.0, \"total_sessions\": 3, \"mean_week_duration\": 3.025}}, {\"28286\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 6}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-09-02 16:37:39.000000+00:00\", \"2022-06-05 02:30:20.000000+00:00\", \"2023-02-27 02:59:28.000000+00:00\"], \"session_ids\": [\"50f90993-a30e-4796-a3b8-9cf76d7ac9b9\", \"f9138d97-b072-45b4-b416-3f2923b22631\", \"f6124079-670a-4c6b-b4f8-73f3222385bf\"], \"total_duration\": 222.0, \"total_sessions\": 3, \"mean_week_duration\": 1.22}}, {\"96712\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-03 08:56:52.000000+00:00\", \"2020-07-27 19:00:23.000000+00:00\"], \"session_ids\": [\"5b3b9a82-188c-4fc9-9078-c1813e690962\", \"62126edc-7be0-4970-9afd-adc6f73ed15c\"], \"total_duration\": 179.0, \"total_sessions\": 2, \"mean_week_duration\": 1.201}}, {\"70956\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-11-24 17:20:24.000000+00:00\", \"2020-09-03 19:16:11.000000+00:00\"], \"session_ids\": [\"5ec3bd5b-1bd2-484d-b5df-a4eaf0e3f0f0\", \"524022ac-3c80-4348-aa61-baf391f5fee8\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 0.974}}, {\"87154\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2022-02-04 14:01:27.000000+00:00\", \"2019-03-05 08:47:14.000000+00:00\"], \"session_ids\": [\"3b50f51f-e6cf-4739-990e-e395199e0045\", \"8e00f611-ab51-4e12-a432-fe4966fc2c0a\"], \"total_duration\": 124.0, \"total_sessions\": 2, \"mean_week_duration\": 0.81}}, {\"16004\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-03-02 19:25:45.000000+00:00\", \"2022-09-13 10:14:10.000000+00:00\"], \"session_ids\": [\"dd3a6373-f147-45a7-890d-38062a4be22f\", \"67a78723-f84b-41a2-ad41-4db569df3ab4\"], \"total_duration\": 34.0, \"total_sessions\": 2, \"mean_week_duration\": 0.425}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 7 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 7, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"43300\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-09-29 00:28:03.000000+00:00\", \"2019-06-18 20:46:44.000000+00:00\", \"2019-11-11 14:30:53.000000+00:00\", \"2020-03-28 17:07:30.000000+00:00\", \"2020-03-22 23:44:58.000000+00:00\", \"2023-02-21 05:58:29.000000+00:00\", \"2021-01-10 23:52:27.000000+00:00\"], \"session_ids\": [\"369d24c5-e319-499a-afee-e623e45473b9\", \"01f1bb45-0200-4bce-9a3f-0943bae4f3c6\", \"8b2b435c-c828-4b58-93fc-4bdae04090c0\", \"ddf42c44-de25-476d-9fa2-75356be40f3f\", \"b7791fd4-05d6-4a76-a47c-b7a16b30d7d6\", \"b414d60b-12b1-4376-81ba-74370a97efbe\", \"ea86c830-e1c3-48a2-be4e-863515c15d10\"], \"total_duration\": 9193.0, \"total_sessions\": 7, \"mean_week_duration\": 47.88}}, {\"24756\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-03-01 05:07:38.000000+00:00\", \"2020-05-18 00:13:02.000000+00:00\", \"2021-02-04 22:39:28.000000+00:00\"], \"session_ids\": [\"9fd6deeb-ed84-41ea-a196-f0e42979f320\", \"bc4fdad8-d47e-4fcb-8846-2e17f1d1bc5e\", \"a91ab663-dcca-470f-9138-addbb5e39611\"], \"total_duration\": 980.0, \"total_sessions\": 3, \"mean_week_duration\": 10.426}}, {\"33540\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-03-19 23:55:51.000000+00:00\", \"2021-12-24 05:43:27.000000+00:00\"], \"session_ids\": [\"5fa12c42-f005-4331-96b3-63105ce42cfa\", \"2af6bc29-4feb-44fa-adae-eb7ed45d9a6c\"], \"total_duration\": 488.0, \"total_sessions\": 2, \"mean_week_duration\": 5.304}}, {\"68778\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-03-27 10:39:24.000000+00:00\", \"2022-05-11 06:27:40.000000+00:00\", \"2020-05-12 14:46:43.000000+00:00\"], \"session_ids\": [\"b6e0a501-d5ad-4bfc-aa69-65b6b48086be\", \"dff9ecb9-6e05-4915-bc1f-3794e8bf865e\", \"f193b5b8-9281-444b-b7e9-1a0d90c43050\"], \"total_duration\": 493.0, \"total_sessions\": 3, \"mean_week_duration\": 3.025}}, {\"28286\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 6}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-09-02 16:37:39.000000+00:00\", \"2022-06-05 02:30:20.000000+00:00\", \"2023-02-27 02:59:28.000000+00:00\"], \"session_ids\": [\"50f90993-a30e-4796-a3b8-9cf76d7ac9b9\", \"f9138d97-b072-45b4-b416-3f2923b22631\", \"f6124079-670a-4c6b-b4f8-73f3222385bf\"], \"total_duration\": 222.0, \"total_sessions\": 3, \"mean_week_duration\": 1.22}}, {\"96712\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-03 08:56:52.000000+00:00\", \"2020-07-27 19:00:23.000000+00:00\"], \"session_ids\": [\"5b3b9a82-188c-4fc9-9078-c1813e690962\", \"62126edc-7be0-4970-9afd-adc6f73ed15c\"], \"total_duration\": 179.0, \"total_sessions\": 2, \"mean_week_duration\": 1.201}}, {\"70956\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-11-24 17:20:24.000000+00:00\", \"2020-09-03 19:16:11.000000+00:00\"], \"session_ids\": [\"5ec3bd5b-1bd2-484d-b5df-a4eaf0e3f0f0\", \"524022ac-3c80-4348-aa61-baf391f5fee8\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 0.974}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to close out that task and provide the requester with the obtained data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"43300\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-09-29 00:28:03.000000+00:00\", \"2019-06-18 20:46:44.000000+00:00\", \"2019-11-11 14:30:53.000000+00:00\", \"2020-03-28 17:07:30.000000+00:00\", \"2020-03-22 23:44:58.000000+00:00\", \"2023-02-21 05:58:29.000000+00:00\", \"2021-01-10 23:52:27.000000+00:00\"], \"session_ids\": [\"369d24c5-e319-499a-afee-e623e45473b9\", \"01f1bb45-0200-4bce-9a3f-0943bae4f3c6\", \"8b2b435c-c828-4b58-93fc-4bdae04090c0\", \"ddf42c44-de25-476d-9fa2-75356be40f3f\", \"b7791fd4-05d6-4a76-a47c-b7a16b30d7d6\", \"b414d60b-12b1-4376-81ba-74370a97efbe\", \"ea86c830-e1c3-48a2-be4e-863515c15d10\"], \"total_duration\": 9193.0, \"total_sessions\": 7, \"mean_week_duration\": 47.88}}, {\"24756\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-03-01 05:07:38.000000+00:00\", \"2020-05-18 00:13:02.000000+00:00\", \"2021-02-04 22:39:28.000000+00:00\"], \"session_ids\": [\"9fd6deeb-ed84-41ea-a196-f0e42979f320\", \"bc4fdad8-d47e-4fcb-8846-2e17f1d1bc5e\", \"a91ab663-dcca-470f-9138-addbb5e39611\"], \"total_duration\": 980.0, \"total_sessions\": 3, \"mean_week_duration\": 10.426}}, {\"33540\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2020-03-19 23:55:51.000000+00:00\", \"2021-12-24 05:43:27.000000+00:00\"], \"session_ids\": [\"5fa12c42-f005-4331-96b3-63105ce42cfa\", \"2af6bc29-4feb-44fa-adae-eb7ed45d9a6c\"], \"total_duration\": 488.0, \"total_sessions\": 2, \"mean_week_duration\": 5.304}}, {\"68778\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2019-03-27 10:39:24.000000+00:00\", \"2022-05-11 06:27:40.000000+00:00\", \"2020-05-12 14:46:43.000000+00:00\"], \"session_ids\": [\"b6e0a501-d5ad-4bfc-aa69-65b6b48086be\", \"dff9ecb9-6e05-4915-bc1f-3794e8bf865e\", \"f193b5b8-9281-444b-b7e9-1a0d90c43050\"], \"total_duration\": 493.0, \"total_sessions\": 3, \"mean_week_duration\": 3.025}}, {\"28286\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 6}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-09-02 16:37:39.000000+00:00\", \"2022-06-05 02:30:20.000000+00:00\", \"2023-02-27 02:59:28.000000+00:00\"], \"session_ids\": [\"50f90993-a30e-4796-a3b8-9cf76d7ac9b9\", \"f9138d97-b072-45b4-b416-3f2923b22631\", \"f6124079-670a-4c6b-b4f8-73f3222385bf\"], \"total_duration\": 222.0, \"total_sessions\": 3, \"mean_week_duration\": 1.22}}, {\"96712\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-06-03 08:56:52.000000+00:00\", \"2020-07-27 19:00:23.000000+00:00\"], \"session_ids\": [\"5b3b9a82-188c-4fc9-9078-c1813e690962\", \"62126edc-7be0-4970-9afd-adc6f73ed15c\"], \"total_duration\": 179.0, \"total_sessions\": 2, \"mean_week_duration\": 1.201}}, {\"70956\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-11-24 17:20:24.000000+00:00\", \"2020-09-03 19:16:11.000000+00:00\"], \"session_ids\": [\"5ec3bd5b-1bd2-484d-b5df-a4eaf0e3f0f0\", \"524022ac-3c80-4348-aa61-baf391f5fee8\"], \"total_duration\": 113.0, \"total_sessions\": 2, \"mean_week_duration\": 0.974}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Offer me knowledge about 8 users who are not folks of city San Jose , apply sorting by count of sessions from the smallest value to the largest value , keep only 3 entries."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"80102\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-12 12:26:22.000000+00:00\", \"2020-06-10 23:23:33.000000+00:00\"], \"session_ids\": [\"3e88dcff-3f7b-47a5-b20c-cfb003100193\", \"a3e8245b-4a2e-43ac-ab76-4d32d7e86c74\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.825}, \"15074\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-05-03 14:14:16.000000+00:00\", \"2020-03-18 20:38:23.000000+00:00\", \"2021-03-31 17:16:16.000000+00:00\"], \"session_ids\": [\"e0a550cb-08c6-4ddf-aa52-b5c1d146ee39\", \"3e61dc32-4423-4ec6-9b08-cdbd271ddd3b\", \"4cf1f118-ffef-4943-8d9a-22b960be6d0b\"], \"total_duration\": 673.0, \"total_sessions\": 3, \"mean_week_duration\": 6.063}, \"88259\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-08-25 16:04:41.000000+00:00\", \"2019-07-19 03:27:35.000000+00:00\", \"2022-11-10 03:00:35.000000+00:00\", \"2022-03-21 15:00:51.000000+00:00\"], \"session_ids\": [\"c4acc07b-7559-4c43-a8db-fbfa067eaaab\", \"f1d5f8d2-6609-4036-abf6-9d4932ee81b3\", \"ef99f84b-17ac-4f23-87f2-8f14c0197053\", \"56b6f145-83c6-4374-a98e-9d188a8b6275\"], \"total_duration\": 334.0, \"total_sessions\": 4, \"mean_week_duration\": 1.931}, \"13754\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-11-18 13:53:35.000000+00:00\", \"2021-09-07 11:25:45.000000+00:00\", \"2022-08-01 07:28:04.000000+00:00\", \"2019-05-14 11:27:53.000000+00:00\", \"2020-11-25 10:56:17.000000+00:00\", \"2021-07-14 02:16:26.000000+00:00\", \"2021-05-26 22:18:32.000000+00:00\", \"2020-02-05 03:40:08.000000+00:00\", \"2021-05-13 21:21:16.000000+00:00\"], \"session_ids\": [\"3f891a08-2a0a-4e11-ad29-ceb8d4bcb7c4\", \"c3a5aaf8-51c3-4e25-830d-98ab2b5b6575\", \"8a952f91-37be-494b-bedd-04c5c0030ef4\", \"c36e188c-d22c-4525-aaae-b12f5ba66618\", \"50d18e85-98ee-4b23-9915-3dcebff26d2f\", \"99a7fac9-769f-4b76-a43f-31d9c461fe14\", \"897b9a4a-4d29-47a8-bffc-517fec29a9ca\", \"04706c8c-7008-4a3d-9b5b-2db523a46ef2\", \"c6e6c311-f3ed-488e-a2eb-9bd2eb7d2d27\"], \"total_duration\": 4435.0, \"total_sessions\": 9, \"mean_week_duration\": 26.399}, \"52711\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-02-20 14:33:01.000000+00:00\", \"2022-08-06 12:41:39.000000+00:00\"], \"session_ids\": [\"aaef72b1-9039-44c1-afea-f065cef69847\", \"de55f82a-9b78-4c63-8ee7-282b82dc8274\"], \"total_duration\": 392.0, \"total_sessions\": 2, \"mean_week_duration\": 5.158}, \"17229\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2021-08-09 23:50:14.000000+00:00\", \"2022-05-14 09:33:25.000000+00:00\", \"2020-08-25 07:37:23.000000+00:00\"], \"session_ids\": [\"5c7c105a-1981-43a0-93d7-c4074fbd2fb0\", \"1f1e42d6-efc5-4c1e-9db3-794745f68f33\", \"f906db64-6d5d-49c9-87ab-63a72ded2303\"], \"total_duration\": 472.0, \"total_sessions\": 3, \"mean_week_duration\": 5.244}, \"22487\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-01-18 22:21:43.000000+00:00\", \"2022-07-14 23:06:51.000000+00:00\", \"2020-02-22 20:27:25.000000+00:00\", \"2019-07-19 06:58:07.000000+00:00\", \"2019-07-29 10:02:55.000000+00:00\", \"2020-11-13 14:09:46.000000+00:00\", \"2021-12-08 02:58:05.000000+00:00\", \"2021-06-14 07:50:39.000000+00:00\", \"2020-01-24 13:16:47.000000+00:00\"], \"session_ids\": [\"f68039f4-c435-4677-94e4-994c33ed7d55\", \"9029ab03-bf0d-4211-8b1b-d44a7031eebe\", \"65d74d16-ccb1-4c42-9f8d-3437bf48e8f3\", \"6bff570d-9c1a-465b-b9a3-9454eba86d53\", \"4e85cceb-daec-4e72-9d6f-3a10ed7ca42b\", \"5a76c136-0080-4508-b546-2724198872f0\", \"8b96664d-9719-47d9-88d9-17123eda3650\", \"323345a2-ed09-447b-ad3a-4854e6840bdc\", \"152db855-8be0-4d21-84a4-e8b35ab25f22\"], \"total_duration\": 417.0, \"total_sessions\": 9, \"mean_week_duration\": 2.673}, \"37150\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-10-15 20:34:31.000000+00:00\", \"2022-02-08 07:56:03.000000+00:00\", \"2021-02-19 09:27:57.000000+00:00\", \"2021-10-12 20:10:04.000000+00:00\", \"2021-11-22 20:39:13.000000+00:00\", \"2022-03-24 21:24:11.000000+00:00\", \"2019-09-04 01:23:00.000000+00:00\", \"2021-01-10 06:38:57.000000+00:00\", \"2020-09-27 11:35:05.000000+00:00\", \"2021-09-16 02:47:38.000000+00:00\"], \"session_ids\": [\"3c7bbf0a-83eb-4377-977b-4942a2ea9097\", \"f3ba30b5-2a38-4095-8a20-ea806febc681\", \"c7e625f3-9dc1-4cc0-ae58-e23448da9957\", \"60cbba9d-105a-430a-8294-13f97c362acb\", \"fc4c5bb4-fc80-462e-aa21-213e160a323f\", \"43693ebc-3aaa-4023-8425-e6d609f5bfeb\", \"d9db41e8-a5d0-4953-8f3a-f824e0754bc7\", \"c8c30777-f452-43d0-b180-c8ddfb288fef\", \"c15415af-e763-49f4-aa81-855b7895c7ad\", \"2f7b07c2-ff14-413c-9083-d1dff0648299\"], \"total_duration\": 5818.0, \"total_sessions\": 10, \"mean_week_duration\": 43.418}, \"41710\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-06-17 21:19:34.000000+00:00\", \"2022-09-23 12:11:30.000000+00:00\", \"2019-07-18 14:59:07.000000+00:00\"], \"session_ids\": [\"af953434-fc21-4065-aa54-f4f8104b5de0\", \"a8704e5b-f0d0-4433-ba77-c2b2d2c4a581\", \"1f71c409-2f0a-4f06-9220-10008cfcbb98\"], \"total_duration\": 907.0, \"total_sessions\": 3, \"mean_week_duration\": 5.304}, \"13145\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-06-04 05:22:30.000000+00:00\", \"2021-03-25 03:19:34.000000+00:00\", \"2019-05-05 04:59:58.000000+00:00\"], \"session_ids\": [\"4352b028-8293-4376-af5b-8c492eee38e5\", \"4f1acc46-79fa-4d23-b42f-eb3107d244b0\", \"ba0bee27-9f04-4c63-9bc6-df789d957508\"], \"total_duration\": 361.0, \"total_sessions\": 3, \"mean_week_duration\": 3.646}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is not San Jose"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"San Jose\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"80102\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-12 12:26:22.000000+00:00\", \"2020-06-10 23:23:33.000000+00:00\"], \"session_ids\": [\"3e88dcff-3f7b-47a5-b20c-cfb003100193\", \"a3e8245b-4a2e-43ac-ab76-4d32d7e86c74\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.825}, \"15074\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-05-03 14:14:16.000000+00:00\", \"2020-03-18 20:38:23.000000+00:00\", \"2021-03-31 17:16:16.000000+00:00\"], \"session_ids\": [\"e0a550cb-08c6-4ddf-aa52-b5c1d146ee39\", \"3e61dc32-4423-4ec6-9b08-cdbd271ddd3b\", \"4cf1f118-ffef-4943-8d9a-22b960be6d0b\"], \"total_duration\": 673.0, \"total_sessions\": 3, \"mean_week_duration\": 6.063}, \"88259\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-08-25 16:04:41.000000+00:00\", \"2019-07-19 03:27:35.000000+00:00\", \"2022-11-10 03:00:35.000000+00:00\", \"2022-03-21 15:00:51.000000+00:00\"], \"session_ids\": [\"c4acc07b-7559-4c43-a8db-fbfa067eaaab\", \"f1d5f8d2-6609-4036-abf6-9d4932ee81b3\", \"ef99f84b-17ac-4f23-87f2-8f14c0197053\", \"56b6f145-83c6-4374-a98e-9d188a8b6275\"], \"total_duration\": 334.0, \"total_sessions\": 4, \"mean_week_duration\": 1.931}, \"13754\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-11-18 13:53:35.000000+00:00\", \"2021-09-07 11:25:45.000000+00:00\", \"2022-08-01 07:28:04.000000+00:00\", \"2019-05-14 11:27:53.000000+00:00\", \"2020-11-25 10:56:17.000000+00:00\", \"2021-07-14 02:16:26.000000+00:00\", \"2021-05-26 22:18:32.000000+00:00\", \"2020-02-05 03:40:08.000000+00:00\", \"2021-05-13 21:21:16.000000+00:00\"], \"session_ids\": [\"3f891a08-2a0a-4e11-ad29-ceb8d4bcb7c4\", \"c3a5aaf8-51c3-4e25-830d-98ab2b5b6575\", \"8a952f91-37be-494b-bedd-04c5c0030ef4\", \"c36e188c-d22c-4525-aaae-b12f5ba66618\", \"50d18e85-98ee-4b23-9915-3dcebff26d2f\", \"99a7fac9-769f-4b76-a43f-31d9c461fe14\", \"897b9a4a-4d29-47a8-bffc-517fec29a9ca\", \"04706c8c-7008-4a3d-9b5b-2db523a46ef2\", \"c6e6c311-f3ed-488e-a2eb-9bd2eb7d2d27\"], \"total_duration\": 4435.0, \"total_sessions\": 9, \"mean_week_duration\": 26.399}, \"52711\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-02-20 14:33:01.000000+00:00\", \"2022-08-06 12:41:39.000000+00:00\"], \"session_ids\": [\"aaef72b1-9039-44c1-afea-f065cef69847\", \"de55f82a-9b78-4c63-8ee7-282b82dc8274\"], \"total_duration\": 392.0, \"total_sessions\": 2, \"mean_week_duration\": 5.158}, \"17229\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2021-08-09 23:50:14.000000+00:00\", \"2022-05-14 09:33:25.000000+00:00\", \"2020-08-25 07:37:23.000000+00:00\"], \"session_ids\": [\"5c7c105a-1981-43a0-93d7-c4074fbd2fb0\", \"1f1e42d6-efc5-4c1e-9db3-794745f68f33\", \"f906db64-6d5d-49c9-87ab-63a72ded2303\"], \"total_duration\": 472.0, \"total_sessions\": 3, \"mean_week_duration\": 5.244}, \"22487\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-01-18 22:21:43.000000+00:00\", \"2022-07-14 23:06:51.000000+00:00\", \"2020-02-22 20:27:25.000000+00:00\", \"2019-07-19 06:58:07.000000+00:00\", \"2019-07-29 10:02:55.000000+00:00\", \"2020-11-13 14:09:46.000000+00:00\", \"2021-12-08 02:58:05.000000+00:00\", \"2021-06-14 07:50:39.000000+00:00\", \"2020-01-24 13:16:47.000000+00:00\"], \"session_ids\": [\"f68039f4-c435-4677-94e4-994c33ed7d55\", \"9029ab03-bf0d-4211-8b1b-d44a7031eebe\", \"65d74d16-ccb1-4c42-9f8d-3437bf48e8f3\", \"6bff570d-9c1a-465b-b9a3-9454eba86d53\", \"4e85cceb-daec-4e72-9d6f-3a10ed7ca42b\", \"5a76c136-0080-4508-b546-2724198872f0\", \"8b96664d-9719-47d9-88d9-17123eda3650\", \"323345a2-ed09-447b-ad3a-4854e6840bdc\", \"152db855-8be0-4d21-84a4-e8b35ab25f22\"], \"total_duration\": 417.0, \"total_sessions\": 9, \"mean_week_duration\": 2.673}, \"37150\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-10-15 20:34:31.000000+00:00\", \"2022-02-08 07:56:03.000000+00:00\", \"2021-02-19 09:27:57.000000+00:00\", \"2021-10-12 20:10:04.000000+00:00\", \"2021-11-22 20:39:13.000000+00:00\", \"2022-03-24 21:24:11.000000+00:00\", \"2019-09-04 01:23:00.000000+00:00\", \"2021-01-10 06:38:57.000000+00:00\", \"2020-09-27 11:35:05.000000+00:00\", \"2021-09-16 02:47:38.000000+00:00\"], \"session_ids\": [\"3c7bbf0a-83eb-4377-977b-4942a2ea9097\", \"f3ba30b5-2a38-4095-8a20-ea806febc681\", \"c7e625f3-9dc1-4cc0-ae58-e23448da9957\", \"60cbba9d-105a-430a-8294-13f97c362acb\", \"fc4c5bb4-fc80-462e-aa21-213e160a323f\", \"43693ebc-3aaa-4023-8425-e6d609f5bfeb\", \"d9db41e8-a5d0-4953-8f3a-f824e0754bc7\", \"c8c30777-f452-43d0-b180-c8ddfb288fef\", \"c15415af-e763-49f4-aa81-855b7895c7ad\", \"2f7b07c2-ff14-413c-9083-d1dff0648299\"], \"total_duration\": 5818.0, \"total_sessions\": 10, \"mean_week_duration\": 43.418}, \"41710\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-06-17 21:19:34.000000+00:00\", \"2022-09-23 12:11:30.000000+00:00\", \"2019-07-18 14:59:07.000000+00:00\"], \"session_ids\": [\"af953434-fc21-4065-aa54-f4f8104b5de0\", \"a8704e5b-f0d0-4433-ba77-c2b2d2c4a581\", \"1f71c409-2f0a-4f06-9220-10008cfcbb98\"], \"total_duration\": 907.0, \"total_sessions\": 3, \"mean_week_duration\": 5.304}, \"13145\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-06-04 05:22:30.000000+00:00\", \"2021-03-25 03:19:34.000000+00:00\", \"2019-05-05 04:59:58.000000+00:00\"], \"session_ids\": [\"4352b028-8293-4376-af5b-8c492eee38e5\", \"4f1acc46-79fa-4d23-b42f-eb3107d244b0\", \"ba0bee27-9f04-4c63-9bc6-df789d957508\"], \"total_duration\": 361.0, \"total_sessions\": 3, \"mean_week_duration\": 3.646}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by total_sessions"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"80102\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-12 12:26:22.000000+00:00\", \"2020-06-10 23:23:33.000000+00:00\"], \"session_ids\": [\"3e88dcff-3f7b-47a5-b20c-cfb003100193\", \"a3e8245b-4a2e-43ac-ab76-4d32d7e86c74\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.825}}, {\"52711\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-02-20 14:33:01.000000+00:00\", \"2022-08-06 12:41:39.000000+00:00\"], \"session_ids\": [\"aaef72b1-9039-44c1-afea-f065cef69847\", \"de55f82a-9b78-4c63-8ee7-282b82dc8274\"], \"total_duration\": 392.0, \"total_sessions\": 2, \"mean_week_duration\": 5.158}}, {\"15074\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-05-03 14:14:16.000000+00:00\", \"2020-03-18 20:38:23.000000+00:00\", \"2021-03-31 17:16:16.000000+00:00\"], \"session_ids\": [\"e0a550cb-08c6-4ddf-aa52-b5c1d146ee39\", \"3e61dc32-4423-4ec6-9b08-cdbd271ddd3b\", \"4cf1f118-ffef-4943-8d9a-22b960be6d0b\"], \"total_duration\": 673.0, \"total_sessions\": 3, \"mean_week_duration\": 6.063}}, {\"17229\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"Toronto\", \"datetimes\": [\"2021-08-09 23:50:14.000000+00:00\", \"2022-05-14 09:33:25.000000+00:00\", \"2020-08-25 07:37:23.000000+00:00\"], \"session_ids\": [\"5c7c105a-1981-43a0-93d7-c4074fbd2fb0\", \"1f1e42d6-efc5-4c1e-9db3-794745f68f33\", \"f906db64-6d5d-49c9-87ab-63a72ded2303\"], \"total_duration\": 472.0, \"total_sessions\": 3, \"mean_week_duration\": 5.244}}, {\"41710\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-06-17 21:19:34.000000+00:00\", \"2022-09-23 12:11:30.000000+00:00\", \"2019-07-18 14:59:07.000000+00:00\"], \"session_ids\": [\"af953434-fc21-4065-aa54-f4f8104b5de0\", \"a8704e5b-f0d0-4433-ba77-c2b2d2c4a581\", \"1f71c409-2f0a-4f06-9220-10008cfcbb98\"], \"total_duration\": 907.0, \"total_sessions\": 3, \"mean_week_duration\": 5.304}}, {\"13145\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2020-06-04 05:22:30.000000+00:00\", \"2021-03-25 03:19:34.000000+00:00\", \"2019-05-05 04:59:58.000000+00:00\"], \"session_ids\": [\"4352b028-8293-4376-af5b-8c492eee38e5\", \"4f1acc46-79fa-4d23-b42f-eb3107d244b0\", \"ba0bee27-9f04-4c63-9bc6-df789d957508\"], \"total_duration\": 361.0, \"total_sessions\": 3, \"mean_week_duration\": 3.646}}, {\"88259\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-08-25 16:04:41.000000+00:00\", \"2019-07-19 03:27:35.000000+00:00\", \"2022-11-10 03:00:35.000000+00:00\", \"2022-03-21 15:00:51.000000+00:00\"], \"session_ids\": [\"c4acc07b-7559-4c43-a8db-fbfa067eaaab\", \"f1d5f8d2-6609-4036-abf6-9d4932ee81b3\", \"ef99f84b-17ac-4f23-87f2-8f14c0197053\", \"56b6f145-83c6-4374-a98e-9d188a8b6275\"], \"total_duration\": 334.0, \"total_sessions\": 4, \"mean_week_duration\": 1.931}}, {\"13754\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-11-18 13:53:35.000000+00:00\", \"2021-09-07 11:25:45.000000+00:00\", \"2022-08-01 07:28:04.000000+00:00\", \"2019-05-14 11:27:53.000000+00:00\", \"2020-11-25 10:56:17.000000+00:00\", \"2021-07-14 02:16:26.000000+00:00\", \"2021-05-26 22:18:32.000000+00:00\", \"2020-02-05 03:40:08.000000+00:00\", \"2021-05-13 21:21:16.000000+00:00\"], \"session_ids\": [\"3f891a08-2a0a-4e11-ad29-ceb8d4bcb7c4\", \"c3a5aaf8-51c3-4e25-830d-98ab2b5b6575\", \"8a952f91-37be-494b-bedd-04c5c0030ef4\", \"c36e188c-d22c-4525-aaae-b12f5ba66618\", \"50d18e85-98ee-4b23-9915-3dcebff26d2f\", \"99a7fac9-769f-4b76-a43f-31d9c461fe14\", \"897b9a4a-4d29-47a8-bffc-517fec29a9ca\", \"04706c8c-7008-4a3d-9b5b-2db523a46ef2\", \"c6e6c311-f3ed-488e-a2eb-9bd2eb7d2d27\"], \"total_duration\": 4435.0, \"total_sessions\": 9, \"mean_week_duration\": 26.399}}, {\"22487\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-01-18 22:21:43.000000+00:00\", \"2022-07-14 23:06:51.000000+00:00\", \"2020-02-22 20:27:25.000000+00:00\", \"2019-07-19 06:58:07.000000+00:00\", \"2019-07-29 10:02:55.000000+00:00\", \"2020-11-13 14:09:46.000000+00:00\", \"2021-12-08 02:58:05.000000+00:00\", \"2021-06-14 07:50:39.000000+00:00\", \"2020-01-24 13:16:47.000000+00:00\"], \"session_ids\": [\"f68039f4-c435-4677-94e4-994c33ed7d55\", \"9029ab03-bf0d-4211-8b1b-d44a7031eebe\", \"65d74d16-ccb1-4c42-9f8d-3437bf48e8f3\", \"6bff570d-9c1a-465b-b9a3-9454eba86d53\", \"4e85cceb-daec-4e72-9d6f-3a10ed7ca42b\", \"5a76c136-0080-4508-b546-2724198872f0\", \"8b96664d-9719-47d9-88d9-17123eda3650\", \"323345a2-ed09-447b-ad3a-4854e6840bdc\", \"152db855-8be0-4d21-84a4-e8b35ab25f22\"], \"total_duration\": 417.0, \"total_sessions\": 9, \"mean_week_duration\": 2.673}}, {\"37150\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-10-15 20:34:31.000000+00:00\", \"2022-02-08 07:56:03.000000+00:00\", \"2021-02-19 09:27:57.000000+00:00\", \"2021-10-12 20:10:04.000000+00:00\", \"2021-11-22 20:39:13.000000+00:00\", \"2022-03-24 21:24:11.000000+00:00\", \"2019-09-04 01:23:00.000000+00:00\", \"2021-01-10 06:38:57.000000+00:00\", \"2020-09-27 11:35:05.000000+00:00\", \"2021-09-16 02:47:38.000000+00:00\"], \"session_ids\": [\"3c7bbf0a-83eb-4377-977b-4942a2ea9097\", \"f3ba30b5-2a38-4095-8a20-ea806febc681\", \"c7e625f3-9dc1-4cc0-ae58-e23448da9957\", \"60cbba9d-105a-430a-8294-13f97c362acb\", \"fc4c5bb4-fc80-462e-aa21-213e160a323f\", \"43693ebc-3aaa-4023-8425-e6d609f5bfeb\", \"d9db41e8-a5d0-4953-8f3a-f824e0754bc7\", \"c8c30777-f452-43d0-b180-c8ddfb288fef\", \"c15415af-e763-49f4-aa81-855b7895c7ad\", \"2f7b07c2-ff14-413c-9083-d1dff0648299\"], \"total_duration\": 5818.0, \"total_sessions\": 10, \"mean_week_duration\": 43.418}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 3 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"80102\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-12 12:26:22.000000+00:00\", \"2020-06-10 23:23:33.000000+00:00\"], \"session_ids\": [\"3e88dcff-3f7b-47a5-b20c-cfb003100193\", \"a3e8245b-4a2e-43ac-ab76-4d32d7e86c74\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.825}}, {\"52711\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-02-20 14:33:01.000000+00:00\", \"2022-08-06 12:41:39.000000+00:00\"], \"session_ids\": [\"aaef72b1-9039-44c1-afea-f065cef69847\", \"de55f82a-9b78-4c63-8ee7-282b82dc8274\"], \"total_duration\": 392.0, \"total_sessions\": 2, \"mean_week_duration\": 5.158}}, {\"15074\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-05-03 14:14:16.000000+00:00\", \"2020-03-18 20:38:23.000000+00:00\", \"2021-03-31 17:16:16.000000+00:00\"], \"session_ids\": [\"e0a550cb-08c6-4ddf-aa52-b5c1d146ee39\", \"3e61dc32-4423-4ec6-9b08-cdbd271ddd3b\", \"4cf1f118-ffef-4943-8d9a-22b960be6d0b\"], \"total_duration\": 673.0, \"total_sessions\": 3, \"mean_week_duration\": 6.063}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to close out that task and provide the requester with the obtained data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"80102\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-12 12:26:22.000000+00:00\", \"2020-06-10 23:23:33.000000+00:00\"], \"session_ids\": [\"3e88dcff-3f7b-47a5-b20c-cfb003100193\", \"a3e8245b-4a2e-43ac-ab76-4d32d7e86c74\"], \"total_duration\": 47.0, \"total_sessions\": 2, \"mean_week_duration\": 0.825}}, {\"52711\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 1}, \"city_name\": \"Mexico City\", \"datetimes\": [\"2021-02-20 14:33:01.000000+00:00\", \"2022-08-06 12:41:39.000000+00:00\"], \"session_ids\": [\"aaef72b1-9039-44c1-afea-f065cef69847\", \"de55f82a-9b78-4c63-8ee7-282b82dc8274\"], \"total_duration\": 392.0, \"total_sessions\": 2, \"mean_week_duration\": 5.158}}, {\"15074\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-05-03 14:14:16.000000+00:00\", \"2020-03-18 20:38:23.000000+00:00\", \"2021-03-31 17:16:16.000000+00:00\"], \"session_ids\": [\"e0a550cb-08c6-4ddf-aa52-b5c1d146ee39\", \"3e61dc32-4423-4ec6-9b08-cdbd271ddd3b\", \"4cf1f118-ffef-4943-8d9a-22b960be6d0b\"], \"total_duration\": 673.0, \"total_sessions\": 3, \"mean_week_duration\": 6.063}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Display 3 users pieces of information who live in city Quito also sort by overall sessions count in asc."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"94185\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-06-27 09:22:23.000000+00:00\", \"2019-05-14 05:22:46.000000+00:00\", \"2022-02-28 03:30:16.000000+00:00\"], \"session_ids\": [\"74f90542-c096-4ee6-9997-3c918bed4c6a\", \"b45028c5-2bf4-4c9a-b411-8ea237fdd132\", \"0b6b1b33-0c4e-4317-9b1d-15ed7078181f\"], \"total_duration\": 701.0, \"total_sessions\": 3, \"mean_week_duration\": 4.801}, \"41387\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-11-25 09:01:44.000000+00:00\", \"2020-06-23 06:45:51.000000+00:00\", \"2022-09-05 22:19:30.000000+00:00\"], \"session_ids\": [\"883101aa-6e45-40c9-b843-46d649ea4d57\", \"f3ba70ad-0e1e-4352-863a-267ee383641e\", \"3383855c-ee29-49ef-b44f-c92ea14f46bf\"], \"total_duration\": 39.0, \"total_sessions\": 3, \"mean_week_duration\": 0.339}, \"61849\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Vienna\", \"datetimes\": [\"2019-08-07 04:32:39.000000+00:00\", \"2021-09-16 01:39:22.000000+00:00\", \"2020-10-04 22:07:21.000000+00:00\"], \"session_ids\": [\"9b1e747b-b1a3-47b1-aaa1-273273bec3a8\", \"0c84e4ce-4195-47be-8934-274edbff694f\", \"3db152ee-019b-4f87-862f-c54781eae8bc\"], \"total_duration\": 347.0, \"total_sessions\": 3, \"mean_week_duration\": 3.155}, \"97306\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Stockholm\", \"datetimes\": [\"2021-05-21 07:10:06.000000+00:00\", \"2023-04-25 10:23:12.000000+00:00\", \"2019-05-03 08:01:00.000000+00:00\", \"2022-03-18 07:57:45.000000+00:00\", \"2022-01-25 10:11:04.000000+00:00\", \"2021-03-17 07:23:48.000000+00:00\", \"2021-04-16 03:19:38.000000+00:00\", \"2021-10-16 23:32:29.000000+00:00\"], \"session_ids\": [\"e454ec4d-d40e-4f02-ac36-cedc392102e1\", \"d575baa4-c457-4919-8914-e3af643409f2\", \"639c77db-5e06-405b-99b2-14f053dca6e0\", \"b747bd7a-4d1c-4a97-8015-5603e8f8ef42\", \"a5a59c19-1964-41db-b868-7cb8ed3aa2e1\", \"61c91faf-664c-40d3-a842-c011e689d478\", \"5ba83f36-e890-40c1-aca6-0225977c8f42\", \"f46e063b-cc7f-4990-b24e-c364e1bf7f4f\"], \"total_duration\": 137.0, \"total_sessions\": 8, \"mean_week_duration\": 0.659}, \"13331\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Madrid\", \"datetimes\": [\"2020-12-04 03:26:43.000000+00:00\", \"2022-11-01 10:57:28.000000+00:00\"], \"session_ids\": [\"42ad45f3-141d-4fac-b164-e49300f26aad\", \"d322a4a6-1c78-48ff-aed3-d44c7cff2931\"], \"total_duration\": 134.0, \"total_sessions\": 2, \"mean_week_duration\": 1.34}, \"5815\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"Budapest\", \"datetimes\": [\"2020-11-07 04:10:57.000000+00:00\", \"2023-05-08 12:13:55.000000+00:00\"], \"session_ids\": [\"c70fb22c-4eff-4557-9828-ed235f80e931\", \"e0882541-a6b0-4bb6-a254-a341187b35ff\"], \"total_duration\": 102.0, \"total_sessions\": 2, \"mean_week_duration\": 0.779}, \"23589\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1}, \"city_name\": \"Beijing\", \"datetimes\": [\"2021-10-27 09:17:46.000000+00:00\", \"2021-08-28 16:42:51.000000+00:00\"], \"session_ids\": [\"0f93b548-203e-469e-99c5-cd3bd58cd0f7\", \"a4fec068-dac0-4c14-8c44-f220c800c693\"], \"total_duration\": 126.0, \"total_sessions\": 2, \"mean_week_duration\": 14.0}, \"75233\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-04-25 23:12:38.000000+00:00\", \"2021-02-08 00:50:12.000000+00:00\"], \"session_ids\": [\"efa1e1b2-d32c-48b5-9342-53560bf77b66\", \"7bd827e7-ceb7-4b56-81a9-8d9f833f7554\"], \"total_duration\": 179.0, \"total_sessions\": 2, \"mean_week_duration\": 4.262}, \"65303\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 5, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2019-11-19 13:45:43.000000+00:00\", \"2022-07-27 22:31:13.000000+00:00\", \"2022-04-30 22:05:37.000000+00:00\"], \"session_ids\": [\"df487f02-6d70-4167-af17-5a16f9fa0682\", \"dcc4fe96-013c-41c6-9aae-9c138d02ac4b\", \"bbd726ab-8109-435c-a82b-a2fce847180b\"], \"total_duration\": 717.0, \"total_sessions\": 3, \"mean_week_duration\": 5.085}, \"37871\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-04-10 14:31:32.000000+00:00\", \"2023-02-27 19:10:37.000000+00:00\"], \"session_ids\": [\"94a44f1d-cc36-4944-8bad-90ea140980ae\", \"ce8782d7-8bcc-40d8-ba9c-9067da446f68\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 0.596}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is Quito"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Quito\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"37871\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-04-10 14:31:32.000000+00:00\", \"2023-02-27 19:10:37.000000+00:00\"], \"session_ids\": [\"94a44f1d-cc36-4944-8bad-90ea140980ae\", \"ce8782d7-8bcc-40d8-ba9c-9067da446f68\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 0.596}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"37871\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-04-10 14:31:32.000000+00:00\", \"2023-02-27 19:10:37.000000+00:00\"], \"session_ids\": [\"94a44f1d-cc36-4944-8bad-90ea140980ae\", \"ce8782d7-8bcc-40d8-ba9c-9067da446f68\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 0.596}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 3 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"37871\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-04-10 14:31:32.000000+00:00\", \"2023-02-27 19:10:37.000000+00:00\"], \"session_ids\": [\"94a44f1d-cc36-4944-8bad-90ea140980ae\", \"ce8782d7-8bcc-40d8-ba9c-9067da446f68\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 0.596}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to close out that task and provide the requester with the obtained data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"37871\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Quito\", \"datetimes\": [\"2021-04-10 14:31:32.000000+00:00\", \"2023-02-27 19:10:37.000000+00:00\"], \"session_ids\": [\"94a44f1d-cc36-4944-8bad-90ea140980ae\", \"ce8782d7-8bcc-40d8-ba9c-9067da446f68\"], \"total_duration\": 59.0, \"total_sessions\": 2, \"mean_week_duration\": 0.596}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me about users who have mean week duration greater than 0 (not including) , implement sorting by duration of sessions per week from the smallest value to the largest value."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"5585\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-01-02 22:39:22.000000+00:00\", \"2019-12-19 23:33:24.000000+00:00\", \"2019-12-31 05:02:18.000000+00:00\", \"2019-10-18 23:05:59.000000+00:00\", \"2020-08-29 11:30:54.000000+00:00\", \"2019-08-18 09:17:45.000000+00:00\", \"2021-05-30 20:20:56.000000+00:00\", \"2023-06-12 09:07:55.000000+00:00\", \"2022-08-01 22:08:38.000000+00:00\", \"2023-05-26 16:52:25.000000+00:00\"], \"session_ids\": [\"0ec500b5-5b0a-43cb-b7ef-7a4215e5a463\", \"1d2d1009-baf6-4831-8de4-72e0277b00f5\", \"9a48c683-79eb-40b2-8040-034ab1017525\", \"b940621d-0d3b-48cd-95a8-a7f82042730e\", \"3154dbc8-6fa2-4425-b81f-f3fe3468528f\", \"8aeefedb-7a59-4596-9979-46ed4ca0d5ed\", \"f41adc91-0074-4513-8cb2-dae12100ab2b\", \"f428cf0c-433c-41e3-954c-e9c2734a7f16\", \"914e7f53-6e27-4eea-86e1-1f44d01b6d31\", \"64cafb75-4927-472f-bc12-2cf28ad6a005\"], \"total_duration\": 31403.0, \"total_sessions\": 10, \"mean_week_duration\": 157.804}, \"54952\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-01-25 02:26:37.000000+00:00\", \"2019-05-17 21:48:20.000000+00:00\"], \"session_ids\": [\"c067906c-d727-4025-96a5-057a9e430176\", \"19766ba0-ab75-498c-9086-ff97d1283f34\"], \"total_duration\": 306.0, \"total_sessions\": 2, \"mean_week_duration\": 1.585}, \"66701\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-02-09 19:47:59.000000+00:00\", \"2019-06-10 19:36:00.000000+00:00\", \"2022-04-18 01:39:39.000000+00:00\"], \"session_ids\": [\"6036fa94-6d13-4229-9024-c161d6200006\", \"0605e518-e884-4d5e-a587-4ec2e0fcdbe2\", \"320b9418-7ad0-436d-bef2-1e8e5c416fdb\"], \"total_duration\": 359.0, \"total_sessions\": 3, \"mean_week_duration\": 1.87}, \"62712\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-07-06 03:16:14.000000+00:00\", \"2021-04-10 09:27:35.000000+00:00\", \"2022-05-21 07:59:25.000000+00:00\", \"2021-08-25 16:17:25.000000+00:00\", \"2021-06-28 00:08:57.000000+00:00\", \"2022-01-27 16:11:25.000000+00:00\"], \"session_ids\": [\"ee31a806-fc3a-4769-aa7a-14a660ebc6f6\", \"b4c80d9c-7273-4024-a8c4-c7d8a30fd956\", \"dc5881db-5534-4826-9dcb-63468d8d6cd4\", \"a5661d62-c7cb-4826-9282-fde015d21ab1\", \"027ab683-dc5a-4bf3-b1c9-bfc0f4ec6c9d\", \"d16d3403-29cc-4911-8cb4-cc9c857a3fde\"], \"total_duration\": 149.0, \"total_sessions\": 6, \"mean_week_duration\": 1.52}, \"30452\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-03-10 13:29:40.000000+00:00\", \"2021-08-12 16:57:46.000000+00:00\"], \"session_ids\": [\"53b1898d-0944-4cd8-88d3-bb6b608bc0eb\", \"644f9728-44cd-4699-9235-951460dd791c\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.293}, \"57937\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-09-28 07:04:26.000000+00:00\", \"2022-04-18 02:22:32.000000+00:00\"], \"session_ids\": [\"d5c5a330-fcf5-4f44-8897-d93162480a6e\", \"714c490e-ca63-4e18-9d2a-7f4d0f33e22f\"], \"total_duration\": 429.0, \"total_sessions\": 2, \"mean_week_duration\": 17.875}, \"39607\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-05-23 20:53:51.000000+00:00\", \"2020-01-18 08:20:35.000000+00:00\", \"2020-04-10 02:58:41.000000+00:00\", \"2021-07-27 22:08:34.000000+00:00\", \"2023-06-11 05:15:26.000000+00:00\", \"2020-04-14 10:30:52.000000+00:00\"], \"session_ids\": [\"6037c0c1-fba1-459a-9e10-3ab38db0372c\", \"03ee0e7c-14ca-40fc-b089-aadc8bedb627\", \"7d003072-36ef-4014-8f26-812ea4b25316\", \"1554ca1e-d4a2-44df-b213-105b6ef37b7d\", \"54bf87a1-51fb-42a9-b4c5-c36d6f36eeda\", \"9310a24e-a0ad-43f0-9211-603cda67d494\"], \"total_duration\": 6096.0, \"total_sessions\": 6, \"mean_week_duration\": 28.755}, \"42781\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-11-06 13:25:31.000000+00:00\", \"2019-10-04 12:11:16.000000+00:00\"], \"session_ids\": [\"5f98b0a0-b060-453e-acbf-42c7d43572e5\", \"5326b41c-d463-4980-99a1-442e6ed6e7ca\"], \"total_duration\": 340.0, \"total_sessions\": 2, \"mean_week_duration\": 68.0}, \"78058\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-03-23 09:37:02.000000+00:00\", \"2023-05-13 23:02:38.000000+00:00\"], \"session_ids\": [\"3ba80ced-9313-4a29-8bf7-2aeecb2e92c8\", \"6ce4dec6-290e-4f95-9d54-c4b59419fb67\"], \"total_duration\": 248.0, \"total_sessions\": 2, \"mean_week_duration\": 1.148}, \"26242\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-08-29 05:02:55.000000+00:00\", \"2020-09-17 13:45:59.000000+00:00\", \"2019-09-08 04:40:25.000000+00:00\"], \"session_ids\": [\"5daf54dc-c1dd-43e9-971d-b0e4bdcf510b\", \"c8a5645f-0b46-4bda-bfdc-32542e1e908e\", \"83e17730-2ecc-4640-a7cd-3aee04229808\"], \"total_duration\": 94.0, \"total_sessions\": 3, \"mean_week_duration\": 0.603}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on mean_week_duration attribute where mean_week_duration are greater than 0"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">\"]]}, \"all_values\": {\"mean_week_duration\": [[0, 43]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"5585\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-01-02 22:39:22.000000+00:00\", \"2019-12-19 23:33:24.000000+00:00\", \"2019-12-31 05:02:18.000000+00:00\", \"2019-10-18 23:05:59.000000+00:00\", \"2020-08-29 11:30:54.000000+00:00\", \"2019-08-18 09:17:45.000000+00:00\", \"2021-05-30 20:20:56.000000+00:00\", \"2023-06-12 09:07:55.000000+00:00\", \"2022-08-01 22:08:38.000000+00:00\", \"2023-05-26 16:52:25.000000+00:00\"], \"session_ids\": [\"0ec500b5-5b0a-43cb-b7ef-7a4215e5a463\", \"1d2d1009-baf6-4831-8de4-72e0277b00f5\", \"9a48c683-79eb-40b2-8040-034ab1017525\", \"b940621d-0d3b-48cd-95a8-a7f82042730e\", \"3154dbc8-6fa2-4425-b81f-f3fe3468528f\", \"8aeefedb-7a59-4596-9979-46ed4ca0d5ed\", \"f41adc91-0074-4513-8cb2-dae12100ab2b\", \"f428cf0c-433c-41e3-954c-e9c2734a7f16\", \"914e7f53-6e27-4eea-86e1-1f44d01b6d31\", \"64cafb75-4927-472f-bc12-2cf28ad6a005\"], \"total_duration\": 31403.0, \"total_sessions\": 10, \"mean_week_duration\": 157.804}, \"54952\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-01-25 02:26:37.000000+00:00\", \"2019-05-17 21:48:20.000000+00:00\"], \"session_ids\": [\"c067906c-d727-4025-96a5-057a9e430176\", \"19766ba0-ab75-498c-9086-ff97d1283f34\"], \"total_duration\": 306.0, \"total_sessions\": 2, \"mean_week_duration\": 1.585}, \"66701\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-02-09 19:47:59.000000+00:00\", \"2019-06-10 19:36:00.000000+00:00\", \"2022-04-18 01:39:39.000000+00:00\"], \"session_ids\": [\"6036fa94-6d13-4229-9024-c161d6200006\", \"0605e518-e884-4d5e-a587-4ec2e0fcdbe2\", \"320b9418-7ad0-436d-bef2-1e8e5c416fdb\"], \"total_duration\": 359.0, \"total_sessions\": 3, \"mean_week_duration\": 1.87}, \"62712\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-07-06 03:16:14.000000+00:00\", \"2021-04-10 09:27:35.000000+00:00\", \"2022-05-21 07:59:25.000000+00:00\", \"2021-08-25 16:17:25.000000+00:00\", \"2021-06-28 00:08:57.000000+00:00\", \"2022-01-27 16:11:25.000000+00:00\"], \"session_ids\": [\"ee31a806-fc3a-4769-aa7a-14a660ebc6f6\", \"b4c80d9c-7273-4024-a8c4-c7d8a30fd956\", \"dc5881db-5534-4826-9dcb-63468d8d6cd4\", \"a5661d62-c7cb-4826-9282-fde015d21ab1\", \"027ab683-dc5a-4bf3-b1c9-bfc0f4ec6c9d\", \"d16d3403-29cc-4911-8cb4-cc9c857a3fde\"], \"total_duration\": 149.0, \"total_sessions\": 6, \"mean_week_duration\": 1.52}, \"30452\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-03-10 13:29:40.000000+00:00\", \"2021-08-12 16:57:46.000000+00:00\"], \"session_ids\": [\"53b1898d-0944-4cd8-88d3-bb6b608bc0eb\", \"644f9728-44cd-4699-9235-951460dd791c\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.293}, \"57937\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-09-28 07:04:26.000000+00:00\", \"2022-04-18 02:22:32.000000+00:00\"], \"session_ids\": [\"d5c5a330-fcf5-4f44-8897-d93162480a6e\", \"714c490e-ca63-4e18-9d2a-7f4d0f33e22f\"], \"total_duration\": 429.0, \"total_sessions\": 2, \"mean_week_duration\": 17.875}, \"39607\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-05-23 20:53:51.000000+00:00\", \"2020-01-18 08:20:35.000000+00:00\", \"2020-04-10 02:58:41.000000+00:00\", \"2021-07-27 22:08:34.000000+00:00\", \"2023-06-11 05:15:26.000000+00:00\", \"2020-04-14 10:30:52.000000+00:00\"], \"session_ids\": [\"6037c0c1-fba1-459a-9e10-3ab38db0372c\", \"03ee0e7c-14ca-40fc-b089-aadc8bedb627\", \"7d003072-36ef-4014-8f26-812ea4b25316\", \"1554ca1e-d4a2-44df-b213-105b6ef37b7d\", \"54bf87a1-51fb-42a9-b4c5-c36d6f36eeda\", \"9310a24e-a0ad-43f0-9211-603cda67d494\"], \"total_duration\": 6096.0, \"total_sessions\": 6, \"mean_week_duration\": 28.755}, \"42781\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-11-06 13:25:31.000000+00:00\", \"2019-10-04 12:11:16.000000+00:00\"], \"session_ids\": [\"5f98b0a0-b060-453e-acbf-42c7d43572e5\", \"5326b41c-d463-4980-99a1-442e6ed6e7ca\"], \"total_duration\": 340.0, \"total_sessions\": 2, \"mean_week_duration\": 68.0}, \"78058\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-03-23 09:37:02.000000+00:00\", \"2023-05-13 23:02:38.000000+00:00\"], \"session_ids\": [\"3ba80ced-9313-4a29-8bf7-2aeecb2e92c8\", \"6ce4dec6-290e-4f95-9d54-c4b59419fb67\"], \"total_duration\": 248.0, \"total_sessions\": 2, \"mean_week_duration\": 1.148}, \"26242\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-08-29 05:02:55.000000+00:00\", \"2020-09-17 13:45:59.000000+00:00\", \"2019-09-08 04:40:25.000000+00:00\"], \"session_ids\": [\"5daf54dc-c1dd-43e9-971d-b0e4bdcf510b\", \"c8a5645f-0b46-4bda-bfdc-32542e1e908e\", \"83e17730-2ecc-4640-a7cd-3aee04229808\"], \"total_duration\": 94.0, \"total_sessions\": 3, \"mean_week_duration\": 0.603}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"30452\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-03-10 13:29:40.000000+00:00\", \"2021-08-12 16:57:46.000000+00:00\"], \"session_ids\": [\"53b1898d-0944-4cd8-88d3-bb6b608bc0eb\", \"644f9728-44cd-4699-9235-951460dd791c\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.293}}, {\"26242\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-08-29 05:02:55.000000+00:00\", \"2020-09-17 13:45:59.000000+00:00\", \"2019-09-08 04:40:25.000000+00:00\"], \"session_ids\": [\"5daf54dc-c1dd-43e9-971d-b0e4bdcf510b\", \"c8a5645f-0b46-4bda-bfdc-32542e1e908e\", \"83e17730-2ecc-4640-a7cd-3aee04229808\"], \"total_duration\": 94.0, \"total_sessions\": 3, \"mean_week_duration\": 0.603}}, {\"78058\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-03-23 09:37:02.000000+00:00\", \"2023-05-13 23:02:38.000000+00:00\"], \"session_ids\": [\"3ba80ced-9313-4a29-8bf7-2aeecb2e92c8\", \"6ce4dec6-290e-4f95-9d54-c4b59419fb67\"], \"total_duration\": 248.0, \"total_sessions\": 2, \"mean_week_duration\": 1.148}}, {\"62712\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-07-06 03:16:14.000000+00:00\", \"2021-04-10 09:27:35.000000+00:00\", \"2022-05-21 07:59:25.000000+00:00\", \"2021-08-25 16:17:25.000000+00:00\", \"2021-06-28 00:08:57.000000+00:00\", \"2022-01-27 16:11:25.000000+00:00\"], \"session_ids\": [\"ee31a806-fc3a-4769-aa7a-14a660ebc6f6\", \"b4c80d9c-7273-4024-a8c4-c7d8a30fd956\", \"dc5881db-5534-4826-9dcb-63468d8d6cd4\", \"a5661d62-c7cb-4826-9282-fde015d21ab1\", \"027ab683-dc5a-4bf3-b1c9-bfc0f4ec6c9d\", \"d16d3403-29cc-4911-8cb4-cc9c857a3fde\"], \"total_duration\": 149.0, \"total_sessions\": 6, \"mean_week_duration\": 1.52}}, {\"54952\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-01-25 02:26:37.000000+00:00\", \"2019-05-17 21:48:20.000000+00:00\"], \"session_ids\": [\"c067906c-d727-4025-96a5-057a9e430176\", \"19766ba0-ab75-498c-9086-ff97d1283f34\"], \"total_duration\": 306.0, \"total_sessions\": 2, \"mean_week_duration\": 1.585}}, {\"66701\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-02-09 19:47:59.000000+00:00\", \"2019-06-10 19:36:00.000000+00:00\", \"2022-04-18 01:39:39.000000+00:00\"], \"session_ids\": [\"6036fa94-6d13-4229-9024-c161d6200006\", \"0605e518-e884-4d5e-a587-4ec2e0fcdbe2\", \"320b9418-7ad0-436d-bef2-1e8e5c416fdb\"], \"total_duration\": 359.0, \"total_sessions\": 3, \"mean_week_duration\": 1.87}}, {\"57937\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-09-28 07:04:26.000000+00:00\", \"2022-04-18 02:22:32.000000+00:00\"], \"session_ids\": [\"d5c5a330-fcf5-4f44-8897-d93162480a6e\", \"714c490e-ca63-4e18-9d2a-7f4d0f33e22f\"], \"total_duration\": 429.0, \"total_sessions\": 2, \"mean_week_duration\": 17.875}}, {\"39607\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-05-23 20:53:51.000000+00:00\", \"2020-01-18 08:20:35.000000+00:00\", \"2020-04-10 02:58:41.000000+00:00\", \"2021-07-27 22:08:34.000000+00:00\", \"2023-06-11 05:15:26.000000+00:00\", \"2020-04-14 10:30:52.000000+00:00\"], \"session_ids\": [\"6037c0c1-fba1-459a-9e10-3ab38db0372c\", \"03ee0e7c-14ca-40fc-b089-aadc8bedb627\", \"7d003072-36ef-4014-8f26-812ea4b25316\", \"1554ca1e-d4a2-44df-b213-105b6ef37b7d\", \"54bf87a1-51fb-42a9-b4c5-c36d6f36eeda\", \"9310a24e-a0ad-43f0-9211-603cda67d494\"], \"total_duration\": 6096.0, \"total_sessions\": 6, \"mean_week_duration\": 28.755}}, {\"42781\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-11-06 13:25:31.000000+00:00\", \"2019-10-04 12:11:16.000000+00:00\"], \"session_ids\": [\"5f98b0a0-b060-453e-acbf-42c7d43572e5\", \"5326b41c-d463-4980-99a1-442e6ed6e7ca\"], \"total_duration\": 340.0, \"total_sessions\": 2, \"mean_week_duration\": 68.0}}, {\"5585\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-01-02 22:39:22.000000+00:00\", \"2019-12-19 23:33:24.000000+00:00\", \"2019-12-31 05:02:18.000000+00:00\", \"2019-10-18 23:05:59.000000+00:00\", \"2020-08-29 11:30:54.000000+00:00\", \"2019-08-18 09:17:45.000000+00:00\", \"2021-05-30 20:20:56.000000+00:00\", \"2023-06-12 09:07:55.000000+00:00\", \"2022-08-01 22:08:38.000000+00:00\", \"2023-05-26 16:52:25.000000+00:00\"], \"session_ids\": [\"0ec500b5-5b0a-43cb-b7ef-7a4215e5a463\", \"1d2d1009-baf6-4831-8de4-72e0277b00f5\", \"9a48c683-79eb-40b2-8040-034ab1017525\", \"b940621d-0d3b-48cd-95a8-a7f82042730e\", \"3154dbc8-6fa2-4425-b81f-f3fe3468528f\", \"8aeefedb-7a59-4596-9979-46ed4ca0d5ed\", \"f41adc91-0074-4513-8cb2-dae12100ab2b\", \"f428cf0c-433c-41e3-954c-e9c2734a7f16\", \"914e7f53-6e27-4eea-86e1-1f44d01b6d31\", \"64cafb75-4927-472f-bc12-2cf28ad6a005\"], \"total_duration\": 31403.0, \"total_sessions\": 10, \"mean_week_duration\": 157.804}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to close out that task and provide the requester with the obtained data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"30452\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2023-03-10 13:29:40.000000+00:00\", \"2021-08-12 16:57:46.000000+00:00\"], \"session_ids\": [\"53b1898d-0944-4cd8-88d3-bb6b608bc0eb\", \"644f9728-44cd-4699-9235-951460dd791c\"], \"total_duration\": 24.0, \"total_sessions\": 2, \"mean_week_duration\": 0.293}}, {\"26242\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 6, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-08-29 05:02:55.000000+00:00\", \"2020-09-17 13:45:59.000000+00:00\", \"2019-09-08 04:40:25.000000+00:00\"], \"session_ids\": [\"5daf54dc-c1dd-43e9-971d-b0e4bdcf510b\", \"c8a5645f-0b46-4bda-bfdc-32542e1e908e\", \"83e17730-2ecc-4640-a7cd-3aee04229808\"], \"total_duration\": 94.0, \"total_sessions\": 3, \"mean_week_duration\": 0.603}}, {\"78058\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-03-23 09:37:02.000000+00:00\", \"2023-05-13 23:02:38.000000+00:00\"], \"session_ids\": [\"3ba80ced-9313-4a29-8bf7-2aeecb2e92c8\", \"6ce4dec6-290e-4f95-9d54-c4b59419fb67\"], \"total_duration\": 248.0, \"total_sessions\": 2, \"mean_week_duration\": 1.148}}, {\"62712\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 4}, \"city_name\": \"Bogota\", \"datetimes\": [\"2020-07-06 03:16:14.000000+00:00\", \"2021-04-10 09:27:35.000000+00:00\", \"2022-05-21 07:59:25.000000+00:00\", \"2021-08-25 16:17:25.000000+00:00\", \"2021-06-28 00:08:57.000000+00:00\", \"2022-01-27 16:11:25.000000+00:00\"], \"session_ids\": [\"ee31a806-fc3a-4769-aa7a-14a660ebc6f6\", \"b4c80d9c-7273-4024-a8c4-c7d8a30fd956\", \"dc5881db-5534-4826-9dcb-63468d8d6cd4\", \"a5661d62-c7cb-4826-9282-fde015d21ab1\", \"027ab683-dc5a-4bf3-b1c9-bfc0f4ec6c9d\", \"d16d3403-29cc-4911-8cb4-cc9c857a3fde\"], \"total_duration\": 149.0, \"total_sessions\": 6, \"mean_week_duration\": 1.52}}, {\"54952\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 4, \"Fallout Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-01-25 02:26:37.000000+00:00\", \"2019-05-17 21:48:20.000000+00:00\"], \"session_ids\": [\"c067906c-d727-4025-96a5-057a9e430176\", \"19766ba0-ab75-498c-9086-ff97d1283f34\"], \"total_duration\": 306.0, \"total_sessions\": 2, \"mean_week_duration\": 1.585}}, {\"66701\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2023-02-09 19:47:59.000000+00:00\", \"2019-06-10 19:36:00.000000+00:00\", \"2022-04-18 01:39:39.000000+00:00\"], \"session_ids\": [\"6036fa94-6d13-4229-9024-c161d6200006\", \"0605e518-e884-4d5e-a587-4ec2e0fcdbe2\", \"320b9418-7ad0-436d-bef2-1e8e5c416fdb\"], \"total_duration\": 359.0, \"total_sessions\": 3, \"mean_week_duration\": 1.87}}, {\"57937\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2022-09-28 07:04:26.000000+00:00\", \"2022-04-18 02:22:32.000000+00:00\"], \"session_ids\": [\"d5c5a330-fcf5-4f44-8897-d93162480a6e\", \"714c490e-ca63-4e18-9d2a-7f4d0f33e22f\"], \"total_duration\": 429.0, \"total_sessions\": 2, \"mean_week_duration\": 17.875}}, {\"39607\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-05-23 20:53:51.000000+00:00\", \"2020-01-18 08:20:35.000000+00:00\", \"2020-04-10 02:58:41.000000+00:00\", \"2021-07-27 22:08:34.000000+00:00\", \"2023-06-11 05:15:26.000000+00:00\", \"2020-04-14 10:30:52.000000+00:00\"], \"session_ids\": [\"6037c0c1-fba1-459a-9e10-3ab38db0372c\", \"03ee0e7c-14ca-40fc-b089-aadc8bedb627\", \"7d003072-36ef-4014-8f26-812ea4b25316\", \"1554ca1e-d4a2-44df-b213-105b6ef37b7d\", \"54bf87a1-51fb-42a9-b4c5-c36d6f36eeda\", \"9310a24e-a0ad-43f0-9211-603cda67d494\"], \"total_duration\": 6096.0, \"total_sessions\": 6, \"mean_week_duration\": 28.755}}, {\"42781\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-11-06 13:25:31.000000+00:00\", \"2019-10-04 12:11:16.000000+00:00\"], \"session_ids\": [\"5f98b0a0-b060-453e-acbf-42c7d43572e5\", \"5326b41c-d463-4980-99a1-442e6ed6e7ca\"], \"total_duration\": 340.0, \"total_sessions\": 2, \"mean_week_duration\": 68.0}}, {\"5585\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2021-01-02 22:39:22.000000+00:00\", \"2019-12-19 23:33:24.000000+00:00\", \"2019-12-31 05:02:18.000000+00:00\", \"2019-10-18 23:05:59.000000+00:00\", \"2020-08-29 11:30:54.000000+00:00\", \"2019-08-18 09:17:45.000000+00:00\", \"2021-05-30 20:20:56.000000+00:00\", \"2023-06-12 09:07:55.000000+00:00\", \"2022-08-01 22:08:38.000000+00:00\", \"2023-05-26 16:52:25.000000+00:00\"], \"session_ids\": [\"0ec500b5-5b0a-43cb-b7ef-7a4215e5a463\", \"1d2d1009-baf6-4831-8de4-72e0277b00f5\", \"9a48c683-79eb-40b2-8040-034ab1017525\", \"b940621d-0d3b-48cd-95a8-a7f82042730e\", \"3154dbc8-6fa2-4425-b81f-f3fe3468528f\", \"8aeefedb-7a59-4596-9979-46ed4ca0d5ed\", \"f41adc91-0074-4513-8cb2-dae12100ab2b\", \"f428cf0c-433c-41e3-954c-e9c2734a7f16\", \"914e7f53-6e27-4eea-86e1-1f44d01b6d31\", \"64cafb75-4927-472f-bc12-2cf28ad6a005\"], \"total_duration\": 31403.0, \"total_sessions\": 10, \"mean_week_duration\": 157.804}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I have a curiosity about 7 users I can find living in city Havana + perform sorting by total amount of duration in ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"84675\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 2, \"Fallout Flow\": 6, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-05-21 23:55:02.000000+00:00\", \"2019-07-12 16:31:17.000000+00:00\"], \"session_ids\": [\"b57a12a2-e215-4c7d-bfbb-3f4a7ec144be\", \"f1f59d9d-e49c-4d14-ab28-a90973010758\"], \"total_duration\": 71.0, \"total_sessions\": 2, \"mean_week_duration\": 0.351}, \"54993\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6}, \"city_name\": \"Prague\", \"datetimes\": [\"2019-10-05 13:07:13.000000+00:00\", \"2020-05-31 09:35:22.000000+00:00\"], \"session_ids\": [\"c53f6136-0076-4e3d-9a84-ddddb542c9cf\", \"5a62b81e-5e9a-4b82-8ca5-11b47cc3b5d1\"], \"total_duration\": 188.0, \"total_sessions\": 2, \"mean_week_duration\": 5.529}, \"4719\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6, \"Fallout Flow\": 2, \"Play Game Flow\": 5, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-11-30 17:32:23.000000+00:00\", \"2023-04-06 22:26:01.000000+00:00\"], \"session_ids\": [\"596c5fa7-4167-401f-bad5-0aec758f5588\", \"22e9e253-58ac-419e-be41-c6cf2ca6f40f\"], \"total_duration\": 386.0, \"total_sessions\": 2, \"mean_week_duration\": 3.138}, \"47090\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2019-03-04 13:23:57.000000+00:00\", \"2020-02-02 11:51:33.000000+00:00\"], \"session_ids\": [\"c9f2703c-ed2c-46d9-ba5f-ccff59029c70\", \"bd87e834-bfe5-43fc-a3b0-319f90df8e20\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.354}, \"36472\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-07-31 23:47:04.000000+00:00\", \"2021-08-25 16:38:38.000000+00:00\"], \"session_ids\": [\"62eeacf1-ca98-4b70-881e-a8c2e2588954\", \"05b4d700-e5eb-4133-942f-1bdb0377641d\"], \"total_duration\": 78.0, \"total_sessions\": 2, \"mean_week_duration\": 0.722}, \"23157\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-02-09 17:55:28.000000+00:00\", \"2021-02-06 08:39:07.000000+00:00\", \"2019-07-14 09:47:45.000000+00:00\"], \"session_ids\": [\"d0e019ab-a87a-4495-af53-4f03c208968d\", \"8b633b0b-2868-4379-a49f-0352c17138f4\", \"187ac116-3f72-483f-a07b-92b9e5ee0eef\"], \"total_duration\": 302.0, \"total_sessions\": 3, \"mean_week_duration\": 3.639}, \"12542\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-06-07 22:06:32.000000+00:00\", \"2020-11-09 16:52:07.000000+00:00\", \"2019-05-25 14:07:59.000000+00:00\", \"2020-02-13 16:51:50.000000+00:00\", \"2020-01-02 17:29:04.000000+00:00\"], \"session_ids\": [\"f5f2a78c-f5f1-44e3-bea5-e1f544c322e2\", \"cb17b4ff-d1f8-4fbd-9141-72dcd0a41aee\", \"e7d38a19-5712-4237-9a57-ba147363b59d\", \"b2fca09d-7b66-4088-a852-da2b5ac9f746\", \"073881dd-aa90-465d-9ac7-e4cb234aa6b8\"], \"total_duration\": 1407.0, \"total_sessions\": 5, \"mean_week_duration\": 18.273}, \"65821\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-08-08 04:46:59.000000+00:00\", \"2021-11-07 15:56:54.000000+00:00\", \"2022-05-07 00:54:12.000000+00:00\"], \"session_ids\": [\"e4651614-47b7-40e3-b70a-7d14e4384a72\", \"a3340998-6885-4166-8958-5bfd8a326546\", \"a627efc8-05ec-40b9-8dfa-cadd91722982\"], \"total_duration\": 24.0, \"total_sessions\": 3, \"mean_week_duration\": 0.615}, \"68239\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 4, \"Settings Flow\": 1}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2019-03-15 02:10:07.000000+00:00\", \"2022-10-08 12:53:00.000000+00:00\"], \"session_ids\": [\"e64e5da0-eaa6-4526-a93d-e2cfcfa06599\", \"7c8cc400-68ae-404a-86b1-ebfc04ff2070\"], \"total_duration\": 469.0, \"total_sessions\": 2, \"mean_week_duration\": 2.508}, \"56328\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 5, \"Add Friends Flow\": 1, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2019-12-24 22:42:36.000000+00:00\", \"2021-02-22 04:47:18.000000+00:00\"], \"session_ids\": [\"bf9bd979-0e1f-407b-b894-b2e183110a7a\", \"9715fc72-e512-4d71-a5e1-c30dbb8f90eb\"], \"total_duration\": 153.0, \"total_sessions\": 2, \"mean_week_duration\": 2.508}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose city_name is Havana"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"==\"]]}, \"all_values\": {\"city_name\": [[\"Havana\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me regarding 6 users who have sessions total less than 9 (not including) and greater than 3 (not including) and apply sorting by town naming ascendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"97699\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2019-03-15 22:35:18.000000+00:00\", \"2021-05-30 10:06:34.000000+00:00\", \"2020-04-13 16:03:10.000000+00:00\", \"2020-03-30 10:56:26.000000+00:00\"], \"session_ids\": [\"1e80e855-5929-4460-9a15-d3bc2ddbb658\", \"ed45903c-25d8-490a-8239-2bb6484431ce\", \"bd195dda-9f44-48fb-ab27-5b08d13910b4\", \"684d217e-6d22-499f-b367-8caa218d7fba\"], \"total_duration\": 732.0, \"total_sessions\": 4, \"mean_week_duration\": 6.31}, \"8550\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-09-25 12:35:50.000000+00:00\", \"2021-03-07 11:51:53.000000+00:00\"], \"session_ids\": [\"9b13b22f-767c-41f3-bb67-e385f92bd433\", \"3ea4670d-5df4-48dd-8589-0bc0d259354a\"], \"total_duration\": 106.0, \"total_sessions\": 2, \"mean_week_duration\": 3.655}, \"3017\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2022-06-07 09:29:05.000000+00:00\", \"2022-11-06 19:09:41.000000+00:00\", \"2022-11-08 01:59:31.000000+00:00\"], \"session_ids\": [\"601afa31-6464-4341-a8c9-538a82257ea1\", \"ccac5406-6114-4a92-a806-648485db10e4\", \"013ab18b-0490-4b43-b5b1-62da4302f479\"], \"total_duration\": 328.0, \"total_sessions\": 3, \"mean_week_duration\": 14.909}, \"96173\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2019-07-25 07:03:01.000000+00:00\", \"2019-09-19 10:57:00.000000+00:00\"], \"session_ids\": [\"b853c9b7-bf57-4c96-86ef-659f8b993b0b\", \"6d53378a-a204-4d01-aa30-1adf2f93cbfe\"], \"total_duration\": 91.0, \"total_sessions\": 2, \"mean_week_duration\": 11.375}, \"86768\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2021-10-02 12:52:07.000000+00:00\", \"2019-10-10 00:18:18.000000+00:00\"], \"session_ids\": [\"7a6cb760-5972-4a01-86f0-96f553a19f3a\", \"93d33b15-7a68-47e9-ac7f-d10c7b9987b4\"], \"total_duration\": 32.0, \"total_sessions\": 2, \"mean_week_duration\": 0.308}, \"4645\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-03-29 05:04:47.000000+00:00\", \"2023-06-27 22:42:42.000000+00:00\"], \"session_ids\": [\"22b662a1-bd99-4760-86ba-c38bc48446ff\", \"8a88d65c-f69b-4e86-bfbd-5fbb392ba7f9\"], \"total_duration\": 374.0, \"total_sessions\": 2, \"mean_week_duration\": 1.685}, \"75546\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-06-26 23:28:05.000000+00:00\", \"2023-04-06 15:17:06.000000+00:00\"], \"session_ids\": [\"179824f2-13a9-4c4e-bb98-706bc3b2cd08\", \"7de76f63-31af-4940-abf5-f92009988610\"], \"total_duration\": 417.0, \"total_sessions\": 2, \"mean_week_duration\": 2.876}, \"2945\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-02-04 15:26:56.000000+00:00\", \"2021-08-16 16:54:20.000000+00:00\"], \"session_ids\": [\"72b992d3-8ea1-475e-bb83-14753394cb08\", \"f7d9ab6a-2a40-4c8d-9298-6d730260dfd5\"], \"total_duration\": 252.0, \"total_sessions\": 2, \"mean_week_duration\": 3.15}, \"17643\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-09-20 13:58:04.000000+00:00\", \"2021-05-13 15:16:27.000000+00:00\", \"2020-12-27 01:06:05.000000+00:00\"], \"session_ids\": [\"b7a173bc-4337-41f0-86a9-48f6750d8eeb\", \"b311941d-96b0-4037-b479-0dc4630b48ef\", \"e559b7b0-0342-4a1e-8e57-ef87c25eddfd\"], \"total_duration\": 59.0, \"total_sessions\": 3, \"mean_week_duration\": 1.735}, \"43839\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-06-10 00:06:01.000000+00:00\", \"2020-07-15 16:44:55.000000+00:00\", \"2020-02-06 03:58:49.000000+00:00\", \"2022-05-21 21:31:32.000000+00:00\", \"2022-06-18 12:43:59.000000+00:00\", \"2023-04-07 15:32:02.000000+00:00\"], \"session_ids\": [\"c389337b-7c3f-46cd-ba82-430d17c6aefa\", \"d59aa91d-e883-43f4-bffa-2421f2bcd48f\", \"efd9a7de-27c7-45d6-ae0c-74ef8276a660\", \"81059f1a-f57d-4e32-bab2-4043585c19dd\", \"41e44866-fec6-4281-9f0a-784174cd6dff\", \"fa5adf9d-8291-44d9-8276-b900d7b0b54d\"], \"total_duration\": 654.0, \"total_sessions\": 6, \"mean_week_duration\": 3.94}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are greater than 3 and are less than 9"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\", \"<\"]]}, \"all_values\": {\"total_sessions\": [[3, 9]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"97699\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2019-03-15 22:35:18.000000+00:00\", \"2021-05-30 10:06:34.000000+00:00\", \"2020-04-13 16:03:10.000000+00:00\", \"2020-03-30 10:56:26.000000+00:00\"], \"session_ids\": [\"1e80e855-5929-4460-9a15-d3bc2ddbb658\", \"ed45903c-25d8-490a-8239-2bb6484431ce\", \"bd195dda-9f44-48fb-ab27-5b08d13910b4\", \"684d217e-6d22-499f-b367-8caa218d7fba\"], \"total_duration\": 732.0, \"total_sessions\": 4, \"mean_week_duration\": 6.31}, \"43839\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-06-10 00:06:01.000000+00:00\", \"2020-07-15 16:44:55.000000+00:00\", \"2020-02-06 03:58:49.000000+00:00\", \"2022-05-21 21:31:32.000000+00:00\", \"2022-06-18 12:43:59.000000+00:00\", \"2023-04-07 15:32:02.000000+00:00\"], \"session_ids\": [\"c389337b-7c3f-46cd-ba82-430d17c6aefa\", \"d59aa91d-e883-43f4-bffa-2421f2bcd48f\", \"efd9a7de-27c7-45d6-ae0c-74ef8276a660\", \"81059f1a-f57d-4e32-bab2-4043585c19dd\", \"41e44866-fec6-4281-9f0a-784174cd6dff\", \"fa5adf9d-8291-44d9-8276-b900d7b0b54d\"], \"total_duration\": 654.0, \"total_sessions\": 6, \"mean_week_duration\": 3.94}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by city_name attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"97699\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2019-03-15 22:35:18.000000+00:00\", \"2021-05-30 10:06:34.000000+00:00\", \"2020-04-13 16:03:10.000000+00:00\", \"2020-03-30 10:56:26.000000+00:00\"], \"session_ids\": [\"1e80e855-5929-4460-9a15-d3bc2ddbb658\", \"ed45903c-25d8-490a-8239-2bb6484431ce\", \"bd195dda-9f44-48fb-ab27-5b08d13910b4\", \"684d217e-6d22-499f-b367-8caa218d7fba\"], \"total_duration\": 732.0, \"total_sessions\": 4, \"mean_week_duration\": 6.31}}, {\"43839\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-06-10 00:06:01.000000+00:00\", \"2020-07-15 16:44:55.000000+00:00\", \"2020-02-06 03:58:49.000000+00:00\", \"2022-05-21 21:31:32.000000+00:00\", \"2022-06-18 12:43:59.000000+00:00\", \"2023-04-07 15:32:02.000000+00:00\"], \"session_ids\": [\"c389337b-7c3f-46cd-ba82-430d17c6aefa\", \"d59aa91d-e883-43f4-bffa-2421f2bcd48f\", \"efd9a7de-27c7-45d6-ae0c-74ef8276a660\", \"81059f1a-f57d-4e32-bab2-4043585c19dd\", \"41e44866-fec6-4281-9f0a-784174cd6dff\", \"fa5adf9d-8291-44d9-8276-b900d7b0b54d\"], \"total_duration\": 654.0, \"total_sessions\": 6, \"mean_week_duration\": 3.94}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 6 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 6, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"97699\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2019-03-15 22:35:18.000000+00:00\", \"2021-05-30 10:06:34.000000+00:00\", \"2020-04-13 16:03:10.000000+00:00\", \"2020-03-30 10:56:26.000000+00:00\"], \"session_ids\": [\"1e80e855-5929-4460-9a15-d3bc2ddbb658\", \"ed45903c-25d8-490a-8239-2bb6484431ce\", \"bd195dda-9f44-48fb-ab27-5b08d13910b4\", \"684d217e-6d22-499f-b367-8caa218d7fba\"], \"total_duration\": 732.0, \"total_sessions\": 4, \"mean_week_duration\": 6.31}}, {\"43839\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-06-10 00:06:01.000000+00:00\", \"2020-07-15 16:44:55.000000+00:00\", \"2020-02-06 03:58:49.000000+00:00\", \"2022-05-21 21:31:32.000000+00:00\", \"2022-06-18 12:43:59.000000+00:00\", \"2023-04-07 15:32:02.000000+00:00\"], \"session_ids\": [\"c389337b-7c3f-46cd-ba82-430d17c6aefa\", \"d59aa91d-e883-43f4-bffa-2421f2bcd48f\", \"efd9a7de-27c7-45d6-ae0c-74ef8276a660\", \"81059f1a-f57d-4e32-bab2-4043585c19dd\", \"41e44866-fec6-4281-9f0a-784174cd6dff\", \"fa5adf9d-8291-44d9-8276-b900d7b0b54d\"], \"total_duration\": 654.0, \"total_sessions\": 6, \"mean_week_duration\": 3.94}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"97699\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Istanbul\", \"datetimes\": [\"2019-03-15 22:35:18.000000+00:00\", \"2021-05-30 10:06:34.000000+00:00\", \"2020-04-13 16:03:10.000000+00:00\", \"2020-03-30 10:56:26.000000+00:00\"], \"session_ids\": [\"1e80e855-5929-4460-9a15-d3bc2ddbb658\", \"ed45903c-25d8-490a-8239-2bb6484431ce\", \"bd195dda-9f44-48fb-ab27-5b08d13910b4\", \"684d217e-6d22-499f-b367-8caa218d7fba\"], \"total_duration\": 732.0, \"total_sessions\": 4, \"mean_week_duration\": 6.31}}, {\"43839\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Madrid\", \"datetimes\": [\"2022-06-10 00:06:01.000000+00:00\", \"2020-07-15 16:44:55.000000+00:00\", \"2020-02-06 03:58:49.000000+00:00\", \"2022-05-21 21:31:32.000000+00:00\", \"2022-06-18 12:43:59.000000+00:00\", \"2023-04-07 15:32:02.000000+00:00\"], \"session_ids\": [\"c389337b-7c3f-46cd-ba82-430d17c6aefa\", \"d59aa91d-e883-43f4-bffa-2421f2bcd48f\", \"efd9a7de-27c7-45d6-ae0c-74ef8276a660\", \"81059f1a-f57d-4e32-bab2-4043585c19dd\", \"41e44866-fec6-4281-9f0a-784174cd6dff\", \"fa5adf9d-8291-44d9-8276-b900d7b0b54d\"], \"total_duration\": 654.0, \"total_sessions\": 6, \"mean_week_duration\": 3.94}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Show users to me whose sum of duration is staying below 1625, exclusively 1625 plus sort by average week duration in ascending order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"11672\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-03-17 03:45:58.000000+00:00\", \"2022-03-06 01:27:52.000000+00:00\"], \"session_ids\": [\"c3565d9f-2b7e-4493-a383-ea9b843f46a7\", \"2f99385c-13b0-4851-b9b7-c8dd07535639\"], \"total_duration\": 251.0, \"total_sessions\": 2, \"mean_week_duration\": 125.5}, \"36801\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-04-19 03:07:09.000000+00:00\", \"2020-10-10 09:20:34.000000+00:00\", \"2023-01-04 23:46:02.000000+00:00\", \"2019-06-03 14:52:51.000000+00:00\", \"2019-09-09 23:39:37.000000+00:00\", \"2019-10-01 00:00:06.000000+00:00\", \"2020-09-15 00:43:23.000000+00:00\"], \"session_ids\": [\"1ca96e1f-4258-41dd-80d8-3d45fbdb4910\", \"a226d9bd-2758-46d7-b7c7-25c180a7c359\", \"cd9b0212-c702-448b-a319-40b9900d2385\", \"be8cdbe2-0952-4c3d-8b51-7e9dbecc23b0\", \"1d3a9375-bdd3-4498-9659-ecce46011621\", \"d0845171-1c04-48a9-a835-7e6586068b1f\", \"152f5344-a84a-49fa-9b06-dc32308e4b19\"], \"total_duration\": 1479.0, \"total_sessions\": 7, \"mean_week_duration\": 7.867}, \"8143\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-12-15 16:18:27.000000+00:00\", \"2022-09-04 09:58:41.000000+00:00\", \"2021-07-18 08:47:40.000000+00:00\", \"2020-09-07 12:21:16.000000+00:00\", \"2019-12-19 10:26:44.000000+00:00\"], \"session_ids\": [\"ccbd2392-5e7f-4931-9b5a-8760f727f4c3\", \"16125fb0-7a52-480f-834b-d75cf8733d29\", \"94a3cb6a-b75c-45db-bea8-da63f505e900\", \"45fe0ef2-fe91-4ab0-8622-0db8112088b7\", \"9c9c3ece-6ef0-41af-b21a-e3aaa23b39d2\"], \"total_duration\": 837.0, \"total_sessions\": 5, \"mean_week_duration\": 5.365}, \"13023\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-04 10:37:42.000000+00:00\", \"2023-05-08 23:31:21.000000+00:00\"], \"session_ids\": [\"4c53d408-2fe5-409f-a5fb-34e49c39c5f1\", \"505268c3-dff2-4d70-a150-3d1544182118\"], \"total_duration\": 461.0, \"total_sessions\": 2, \"mean_week_duration\": 3.293}, \"79321\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-04-09 16:43:16.000000+00:00\", \"2022-07-13 11:56:17.000000+00:00\"], \"session_ids\": [\"a940d7d1-2393-4cae-b0be-019620691f95\", \"3891d24a-8c4e-47d1-9f7e-fe8f797452ca\"], \"total_duration\": 142.0, \"total_sessions\": 2, \"mean_week_duration\": 1.203}, \"50096\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-09-22 05:26:41.000000+00:00\", \"2023-04-16 20:32:33.000000+00:00\", \"2019-11-16 00:00:20.000000+00:00\", \"2022-02-01 06:57:08.000000+00:00\", \"2020-04-17 14:22:03.000000+00:00\", \"2020-12-13 14:42:48.000000+00:00\", \"2023-02-09 19:13:44.000000+00:00\"], \"session_ids\": [\"1b9ea26b-1001-4447-8821-c1e30cb183d0\", \"fa1185a8-a44b-49e3-b238-ae7cbdf9990e\", \"49e9f7d7-1c6c-4d29-ad69-11dfaf6fb203\", \"971ff57c-6b9e-4450-aee0-0dd740b54203\", \"6acbd1b7-92f8-4747-9150-8f2e9b9e8f0f\", \"1a2b822b-6360-433f-9f2e-1773a875a07c\", \"1a2fa967-2d03-4578-a572-63877b167624\"], \"total_duration\": 3453.0, \"total_sessions\": 7, \"mean_week_duration\": 19.291}, \"85455\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-08-03 04:55:24.000000+00:00\", \"2020-01-17 19:26:26.000000+00:00\"], \"session_ids\": [\"9fa63c67-ba65-44fb-85e3-b8191faf1700\", \"362da259-be48-4826-804e-517b564d429b\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 0.541}, \"93342\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 5, \"Change Skin Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2023-01-23 06:57:50.000000+00:00\", \"2020-12-20 12:16:11.000000+00:00\"], \"session_ids\": [\"8ab7ec17-93f9-4d46-aebb-c6143a4e3e2b\", \"28c73ab3-a82d-4b2f-bcac-919bdc2a190a\"], \"total_duration\": 418.0, \"total_sessions\": 2, \"mean_week_duration\": 3.835}, \"59267\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-29 10:01:10.000000+00:00\", \"2021-01-11 05:48:17.000000+00:00\", \"2020-01-01 00:56:39.000000+00:00\"], \"session_ids\": [\"aec52322-4e1b-4378-bc25-a7d516ad65e7\", \"b4ef5487-3259-44f4-8c66-ee2044bb916f\", \"d5b6f8a7-f4dd-4da0-80da-88b647254068\"], \"total_duration\": 567.0, \"total_sessions\": 3, \"mean_week_duration\": 6.371}, \"29006\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-11 06:37:51.000000+00:00\", \"2022-05-29 19:44:28.000000+00:00\"], \"session_ids\": [\"01a60715-ca8c-47d3-9d37-f9415263c56b\", \"ca77f36d-4b4e-4e19-9631-c6a90858bb4e\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 18.5}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are less than 1625"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<\"]]}, \"all_values\": {\"total_duration\": [[1625, 3527]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"11672\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-03-17 03:45:58.000000+00:00\", \"2022-03-06 01:27:52.000000+00:00\"], \"session_ids\": [\"c3565d9f-2b7e-4493-a383-ea9b843f46a7\", \"2f99385c-13b0-4851-b9b7-c8dd07535639\"], \"total_duration\": 251.0, \"total_sessions\": 2, \"mean_week_duration\": 125.5}, \"36801\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-04-19 03:07:09.000000+00:00\", \"2020-10-10 09:20:34.000000+00:00\", \"2023-01-04 23:46:02.000000+00:00\", \"2019-06-03 14:52:51.000000+00:00\", \"2019-09-09 23:39:37.000000+00:00\", \"2019-10-01 00:00:06.000000+00:00\", \"2020-09-15 00:43:23.000000+00:00\"], \"session_ids\": [\"1ca96e1f-4258-41dd-80d8-3d45fbdb4910\", \"a226d9bd-2758-46d7-b7c7-25c180a7c359\", \"cd9b0212-c702-448b-a319-40b9900d2385\", \"be8cdbe2-0952-4c3d-8b51-7e9dbecc23b0\", \"1d3a9375-bdd3-4498-9659-ecce46011621\", \"d0845171-1c04-48a9-a835-7e6586068b1f\", \"152f5344-a84a-49fa-9b06-dc32308e4b19\"], \"total_duration\": 1479.0, \"total_sessions\": 7, \"mean_week_duration\": 7.867}, \"8143\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-12-15 16:18:27.000000+00:00\", \"2022-09-04 09:58:41.000000+00:00\", \"2021-07-18 08:47:40.000000+00:00\", \"2020-09-07 12:21:16.000000+00:00\", \"2019-12-19 10:26:44.000000+00:00\"], \"session_ids\": [\"ccbd2392-5e7f-4931-9b5a-8760f727f4c3\", \"16125fb0-7a52-480f-834b-d75cf8733d29\", \"94a3cb6a-b75c-45db-bea8-da63f505e900\", \"45fe0ef2-fe91-4ab0-8622-0db8112088b7\", \"9c9c3ece-6ef0-41af-b21a-e3aaa23b39d2\"], \"total_duration\": 837.0, \"total_sessions\": 5, \"mean_week_duration\": 5.365}, \"13023\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-04 10:37:42.000000+00:00\", \"2023-05-08 23:31:21.000000+00:00\"], \"session_ids\": [\"4c53d408-2fe5-409f-a5fb-34e49c39c5f1\", \"505268c3-dff2-4d70-a150-3d1544182118\"], \"total_duration\": 461.0, \"total_sessions\": 2, \"mean_week_duration\": 3.293}, \"79321\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-04-09 16:43:16.000000+00:00\", \"2022-07-13 11:56:17.000000+00:00\"], \"session_ids\": [\"a940d7d1-2393-4cae-b0be-019620691f95\", \"3891d24a-8c4e-47d1-9f7e-fe8f797452ca\"], \"total_duration\": 142.0, \"total_sessions\": 2, \"mean_week_duration\": 1.203}, \"85455\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-08-03 04:55:24.000000+00:00\", \"2020-01-17 19:26:26.000000+00:00\"], \"session_ids\": [\"9fa63c67-ba65-44fb-85e3-b8191faf1700\", \"362da259-be48-4826-804e-517b564d429b\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 0.541}, \"93342\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 5, \"Change Skin Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2023-01-23 06:57:50.000000+00:00\", \"2020-12-20 12:16:11.000000+00:00\"], \"session_ids\": [\"8ab7ec17-93f9-4d46-aebb-c6143a4e3e2b\", \"28c73ab3-a82d-4b2f-bcac-919bdc2a190a\"], \"total_duration\": 418.0, \"total_sessions\": 2, \"mean_week_duration\": 3.835}, \"59267\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-29 10:01:10.000000+00:00\", \"2021-01-11 05:48:17.000000+00:00\", \"2020-01-01 00:56:39.000000+00:00\"], \"session_ids\": [\"aec52322-4e1b-4378-bc25-a7d516ad65e7\", \"b4ef5487-3259-44f4-8c66-ee2044bb916f\", \"d5b6f8a7-f4dd-4da0-80da-88b647254068\"], \"total_duration\": 567.0, \"total_sessions\": 3, \"mean_week_duration\": 6.371}, \"29006\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-11 06:37:51.000000+00:00\", \"2022-05-29 19:44:28.000000+00:00\"], \"session_ids\": [\"01a60715-ca8c-47d3-9d37-f9415263c56b\", \"ca77f36d-4b4e-4e19-9631-c6a90858bb4e\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 18.5}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"85455\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-08-03 04:55:24.000000+00:00\", \"2020-01-17 19:26:26.000000+00:00\"], \"session_ids\": [\"9fa63c67-ba65-44fb-85e3-b8191faf1700\", \"362da259-be48-4826-804e-517b564d429b\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 0.541}}, {\"79321\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-04-09 16:43:16.000000+00:00\", \"2022-07-13 11:56:17.000000+00:00\"], \"session_ids\": [\"a940d7d1-2393-4cae-b0be-019620691f95\", \"3891d24a-8c4e-47d1-9f7e-fe8f797452ca\"], \"total_duration\": 142.0, \"total_sessions\": 2, \"mean_week_duration\": 1.203}}, {\"13023\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-04 10:37:42.000000+00:00\", \"2023-05-08 23:31:21.000000+00:00\"], \"session_ids\": [\"4c53d408-2fe5-409f-a5fb-34e49c39c5f1\", \"505268c3-dff2-4d70-a150-3d1544182118\"], \"total_duration\": 461.0, \"total_sessions\": 2, \"mean_week_duration\": 3.293}}, {\"93342\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 5, \"Change Skin Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2023-01-23 06:57:50.000000+00:00\", \"2020-12-20 12:16:11.000000+00:00\"], \"session_ids\": [\"8ab7ec17-93f9-4d46-aebb-c6143a4e3e2b\", \"28c73ab3-a82d-4b2f-bcac-919bdc2a190a\"], \"total_duration\": 418.0, \"total_sessions\": 2, \"mean_week_duration\": 3.835}}, {\"8143\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-12-15 16:18:27.000000+00:00\", \"2022-09-04 09:58:41.000000+00:00\", \"2021-07-18 08:47:40.000000+00:00\", \"2020-09-07 12:21:16.000000+00:00\", \"2019-12-19 10:26:44.000000+00:00\"], \"session_ids\": [\"ccbd2392-5e7f-4931-9b5a-8760f727f4c3\", \"16125fb0-7a52-480f-834b-d75cf8733d29\", \"94a3cb6a-b75c-45db-bea8-da63f505e900\", \"45fe0ef2-fe91-4ab0-8622-0db8112088b7\", \"9c9c3ece-6ef0-41af-b21a-e3aaa23b39d2\"], \"total_duration\": 837.0, \"total_sessions\": 5, \"mean_week_duration\": 5.365}}, {\"59267\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-29 10:01:10.000000+00:00\", \"2021-01-11 05:48:17.000000+00:00\", \"2020-01-01 00:56:39.000000+00:00\"], \"session_ids\": [\"aec52322-4e1b-4378-bc25-a7d516ad65e7\", \"b4ef5487-3259-44f4-8c66-ee2044bb916f\", \"d5b6f8a7-f4dd-4da0-80da-88b647254068\"], \"total_duration\": 567.0, \"total_sessions\": 3, \"mean_week_duration\": 6.371}}, {\"36801\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-04-19 03:07:09.000000+00:00\", \"2020-10-10 09:20:34.000000+00:00\", \"2023-01-04 23:46:02.000000+00:00\", \"2019-06-03 14:52:51.000000+00:00\", \"2019-09-09 23:39:37.000000+00:00\", \"2019-10-01 00:00:06.000000+00:00\", \"2020-09-15 00:43:23.000000+00:00\"], \"session_ids\": [\"1ca96e1f-4258-41dd-80d8-3d45fbdb4910\", \"a226d9bd-2758-46d7-b7c7-25c180a7c359\", \"cd9b0212-c702-448b-a319-40b9900d2385\", \"be8cdbe2-0952-4c3d-8b51-7e9dbecc23b0\", \"1d3a9375-bdd3-4498-9659-ecce46011621\", \"d0845171-1c04-48a9-a835-7e6586068b1f\", \"152f5344-a84a-49fa-9b06-dc32308e4b19\"], \"total_duration\": 1479.0, \"total_sessions\": 7, \"mean_week_duration\": 7.867}}, {\"29006\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-11 06:37:51.000000+00:00\", \"2022-05-29 19:44:28.000000+00:00\"], \"session_ids\": [\"01a60715-ca8c-47d3-9d37-f9415263c56b\", \"ca77f36d-4b4e-4e19-9631-c6a90858bb4e\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 18.5}}, {\"11672\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-03-17 03:45:58.000000+00:00\", \"2022-03-06 01:27:52.000000+00:00\"], \"session_ids\": [\"c3565d9f-2b7e-4493-a383-ea9b843f46a7\", \"2f99385c-13b0-4851-b9b7-c8dd07535639\"], \"total_duration\": 251.0, \"total_sessions\": 2, \"mean_week_duration\": 125.5}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to accomplish that task and transfer the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"85455\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3}, \"city_name\": \"San Juan\", \"datetimes\": [\"2022-08-03 04:55:24.000000+00:00\", \"2020-01-17 19:26:26.000000+00:00\"], \"session_ids\": [\"9fa63c67-ba65-44fb-85e3-b8191faf1700\", \"362da259-be48-4826-804e-517b564d429b\"], \"total_duration\": 72.0, \"total_sessions\": 2, \"mean_week_duration\": 0.541}}, {\"79321\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-04-09 16:43:16.000000+00:00\", \"2022-07-13 11:56:17.000000+00:00\"], \"session_ids\": [\"a940d7d1-2393-4cae-b0be-019620691f95\", \"3891d24a-8c4e-47d1-9f7e-fe8f797452ca\"], \"total_duration\": 142.0, \"total_sessions\": 2, \"mean_week_duration\": 1.203}}, {\"13023\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2020-09-04 10:37:42.000000+00:00\", \"2023-05-08 23:31:21.000000+00:00\"], \"session_ids\": [\"4c53d408-2fe5-409f-a5fb-34e49c39c5f1\", \"505268c3-dff2-4d70-a150-3d1544182118\"], \"total_duration\": 461.0, \"total_sessions\": 2, \"mean_week_duration\": 3.293}}, {\"93342\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 5, \"Change Skin Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2023-01-23 06:57:50.000000+00:00\", \"2020-12-20 12:16:11.000000+00:00\"], \"session_ids\": [\"8ab7ec17-93f9-4d46-aebb-c6143a4e3e2b\", \"28c73ab3-a82d-4b2f-bcac-919bdc2a190a\"], \"total_duration\": 418.0, \"total_sessions\": 2, \"mean_week_duration\": 3.835}}, {\"8143\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Helsinki\", \"datetimes\": [\"2022-12-15 16:18:27.000000+00:00\", \"2022-09-04 09:58:41.000000+00:00\", \"2021-07-18 08:47:40.000000+00:00\", \"2020-09-07 12:21:16.000000+00:00\", \"2019-12-19 10:26:44.000000+00:00\"], \"session_ids\": [\"ccbd2392-5e7f-4931-9b5a-8760f727f4c3\", \"16125fb0-7a52-480f-834b-d75cf8733d29\", \"94a3cb6a-b75c-45db-bea8-da63f505e900\", \"45fe0ef2-fe91-4ab0-8622-0db8112088b7\", \"9c9c3ece-6ef0-41af-b21a-e3aaa23b39d2\"], \"total_duration\": 837.0, \"total_sessions\": 5, \"mean_week_duration\": 5.365}}, {\"59267\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2019-04-29 10:01:10.000000+00:00\", \"2021-01-11 05:48:17.000000+00:00\", \"2020-01-01 00:56:39.000000+00:00\"], \"session_ids\": [\"aec52322-4e1b-4378-bc25-a7d516ad65e7\", \"b4ef5487-3259-44f4-8c66-ee2044bb916f\", \"d5b6f8a7-f4dd-4da0-80da-88b647254068\"], \"total_duration\": 567.0, \"total_sessions\": 3, \"mean_week_duration\": 6.371}}, {\"36801\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-04-19 03:07:09.000000+00:00\", \"2020-10-10 09:20:34.000000+00:00\", \"2023-01-04 23:46:02.000000+00:00\", \"2019-06-03 14:52:51.000000+00:00\", \"2019-09-09 23:39:37.000000+00:00\", \"2019-10-01 00:00:06.000000+00:00\", \"2020-09-15 00:43:23.000000+00:00\"], \"session_ids\": [\"1ca96e1f-4258-41dd-80d8-3d45fbdb4910\", \"a226d9bd-2758-46d7-b7c7-25c180a7c359\", \"cd9b0212-c702-448b-a319-40b9900d2385\", \"be8cdbe2-0952-4c3d-8b51-7e9dbecc23b0\", \"1d3a9375-bdd3-4498-9659-ecce46011621\", \"d0845171-1c04-48a9-a835-7e6586068b1f\", \"152f5344-a84a-49fa-9b06-dc32308e4b19\"], \"total_duration\": 1479.0, \"total_sessions\": 7, \"mean_week_duration\": 7.867}}, {\"29006\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2022-07-11 06:37:51.000000+00:00\", \"2022-05-29 19:44:28.000000+00:00\"], \"session_ids\": [\"01a60715-ca8c-47d3-9d37-f9415263c56b\", \"ca77f36d-4b4e-4e19-9631-c6a90858bb4e\"], \"total_duration\": 111.0, \"total_sessions\": 2, \"mean_week_duration\": 18.5}}, {\"11672\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-03-17 03:45:58.000000+00:00\", \"2022-03-06 01:27:52.000000+00:00\"], \"session_ids\": [\"c3565d9f-2b7e-4493-a383-ea9b843f46a7\", \"2f99385c-13b0-4851-b9b7-c8dd07535639\"], \"total_duration\": 251.0, \"total_sessions\": 2, \"mean_week_duration\": 125.5}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I'm eager to find out about user whose sum of sessions is bigger than 8 and smaller than 5 (not including) + do sorting by sessions count form the lowest to the highest in addition display me only 2 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"63777\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-08-20 11:49:16.000000+00:00\", \"2021-07-28 12:04:03.000000+00:00\", \"2019-02-04 21:59:03.000000+00:00\", \"2021-05-04 21:03:54.000000+00:00\", \"2022-05-08 16:16:25.000000+00:00\", \"2021-06-10 09:35:57.000000+00:00\", \"2023-01-23 20:09:45.000000+00:00\", \"2020-08-09 06:21:40.000000+00:00\"], \"session_ids\": [\"0ac15c31-ae44-4336-8a88-b3471adb59cf\", \"668c4d1f-5e35-4a35-abbd-0e81a0f1400a\", \"e9f8b9cb-3809-4367-83ea-86281059ddc7\", \"1ee7a611-c178-4943-af5c-a47ad5711bde\", \"62e324b6-c420-478d-ba0d-34ab92ccd2f2\", \"feb4d0a3-3358-4beb-b746-9e1e06ac3b3c\", \"4f99b6fa-ab56-41c0-af2b-91d145f771a4\", \"dc9c02e6-ef20-4d88-b84a-9620adc12cd6\"], \"total_duration\": 11351.0, \"total_sessions\": 8, \"mean_week_duration\": 54.836}, \"89044\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1}, \"city_name\": \"Budapest\", \"datetimes\": [\"2021-05-18 19:40:59.000000+00:00\", \"2023-04-19 13:55:43.000000+00:00\", \"2021-10-09 13:26:28.000000+00:00\", \"2019-03-07 03:10:48.000000+00:00\", \"2019-07-23 02:24:27.000000+00:00\"], \"session_ids\": [\"cbcf5746-a226-4e14-a31e-b9526c3d06a8\", \"d34dbed7-4862-4081-988e-fd7eafd0485f\", \"eab57553-d684-46e6-9f0f-ca57936d8e08\", \"5101ed7a-7ace-4ebc-9ad3-e37c797fa9a2\", \"de3dc4f2-97f6-4fb3-abb4-5016f678537a\"], \"total_duration\": 527.0, \"total_sessions\": 5, \"mean_week_duration\": 2.451}, \"60772\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2020-09-21 10:48:07.000000+00:00\", \"2021-03-31 08:52:28.000000+00:00\", \"2019-12-12 00:43:54.000000+00:00\"], \"session_ids\": [\"82cf9638-bd7f-4713-8a07-3797b3fdf736\", \"c7a28f89-5dd8-41d1-b332-9913b19131df\", \"08b11e70-43b5-4cc0-bc3f-dae4e2eff58d\"], \"total_duration\": 172.0, \"total_sessions\": 3, \"mean_week_duration\": 2.529}, \"67833\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2023-06-06 19:49:21.000000+00:00\", \"2023-05-02 21:29:41.000000+00:00\"], \"session_ids\": [\"393a1c5c-d6f7-4b4a-a274-6d9e92f73534\", \"dc5f5e4e-8826-4ec2-814a-7c855af345ed\"], \"total_duration\": 316.0, \"total_sessions\": 2, \"mean_week_duration\": 63.2}, \"14916\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-04-29 12:34:55.000000+00:00\", \"2019-06-20 11:28:43.000000+00:00\"], \"session_ids\": [\"12869691-0fb3-4693-9135-22911485ed98\", \"5e420fab-a796-4e05-9c8a-b8c187d7c016\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.6}, \"20045\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-15 23:56:41.000000+00:00\", \"2020-03-07 01:51:50.000000+00:00\", \"2019-07-25 01:57:09.000000+00:00\"], \"session_ids\": [\"c24c7a64-6e8d-4329-9f4c-5a880521d538\", \"e848da62-0bb6-4e42-8e02-3ebfd243bcb9\", \"e9279586-a572-4fbe-956b-d8327db17d4d\"], \"total_duration\": 22.0, \"total_sessions\": 3, \"mean_week_duration\": 0.188}, \"45146\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-03-09 08:20:25.000000+00:00\", \"2023-04-04 09:30:26.000000+00:00\"], \"session_ids\": [\"28ef8ea8-5f64-4f79-a7bc-df96c61b46aa\", \"0c2457cc-e323-43d8-9c33-33e3e5e45f2f\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 1.018}, \"61328\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-02-14 01:33:10.000000+00:00\", \"2023-01-06 05:45:17.000000+00:00\", \"2020-05-07 01:14:33.000000+00:00\", \"2022-05-07 04:04:31.000000+00:00\", \"2021-12-16 06:57:04.000000+00:00\", \"2020-11-13 06:45:02.000000+00:00\", \"2021-11-29 19:46:46.000000+00:00\", \"2023-01-18 09:41:49.000000+00:00\"], \"session_ids\": [\"0c83ba8e-94aa-4a01-9ec7-e43369a31e61\", \"42c3d30e-8ab0-4719-968e-2f2316da908a\", \"38eaf64b-4b77-4d07-90bf-299b4fc23a35\", \"36eb2c30-9fe8-49db-bb0a-6709db0fbbc8\", \"816105b2-2733-4005-a2cb-500903192e56\", \"a639c0dc-d39b-47d7-a550-0bd247529069\", \"f11490c0-6771-41d3-9f11-e8764c6c069f\", \"7ed0cd37-52b4-484b-a5ec-2cf5b4010d79\"], \"total_duration\": 540.0, \"total_sessions\": 8, \"mean_week_duration\": 3.724}, \"93244\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Paris\", \"datetimes\": [\"2019-09-30 03:30:59.000000+00:00\", \"2021-06-20 13:37:36.000000+00:00\"], \"session_ids\": [\"78ea496a-4de2-4718-968e-21419c13ea45\", \"1d2adeee-8d17-4b55-8d29-83a791428af6\"], \"total_duration\": 154.0, \"total_sessions\": 2, \"mean_week_duration\": 1.711}, \"94469\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-10-22 16:33:47.000000+00:00\", \"2022-07-22 11:15:18.000000+00:00\"], \"session_ids\": [\"c0dbe87a-7f43-4e96-b4d9-56751fb0f8da\", \"2e39ac3b-dba6-4677-981b-abed4587689b\"], \"total_duration\": 378.0, \"total_sessions\": 2, \"mean_week_duration\": 9.692}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose total_sessions are less than 5 and are equal or greater than 8"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_sessions\": [[5, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"60772\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2020-09-21 10:48:07.000000+00:00\", \"2021-03-31 08:52:28.000000+00:00\", \"2019-12-12 00:43:54.000000+00:00\"], \"session_ids\": [\"82cf9638-bd7f-4713-8a07-3797b3fdf736\", \"c7a28f89-5dd8-41d1-b332-9913b19131df\", \"08b11e70-43b5-4cc0-bc3f-dae4e2eff58d\"], \"total_duration\": 172.0, \"total_sessions\": 3, \"mean_week_duration\": 2.529}, \"67833\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2023-06-06 19:49:21.000000+00:00\", \"2023-05-02 21:29:41.000000+00:00\"], \"session_ids\": [\"393a1c5c-d6f7-4b4a-a274-6d9e92f73534\", \"dc5f5e4e-8826-4ec2-814a-7c855af345ed\"], \"total_duration\": 316.0, \"total_sessions\": 2, \"mean_week_duration\": 63.2}, \"14916\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-04-29 12:34:55.000000+00:00\", \"2019-06-20 11:28:43.000000+00:00\"], \"session_ids\": [\"12869691-0fb3-4693-9135-22911485ed98\", \"5e420fab-a796-4e05-9c8a-b8c187d7c016\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.6}, \"20045\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-15 23:56:41.000000+00:00\", \"2020-03-07 01:51:50.000000+00:00\", \"2019-07-25 01:57:09.000000+00:00\"], \"session_ids\": [\"c24c7a64-6e8d-4329-9f4c-5a880521d538\", \"e848da62-0bb6-4e42-8e02-3ebfd243bcb9\", \"e9279586-a572-4fbe-956b-d8327db17d4d\"], \"total_duration\": 22.0, \"total_sessions\": 3, \"mean_week_duration\": 0.188}, \"45146\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-03-09 08:20:25.000000+00:00\", \"2023-04-04 09:30:26.000000+00:00\"], \"session_ids\": [\"28ef8ea8-5f64-4f79-a7bc-df96c61b46aa\", \"0c2457cc-e323-43d8-9c33-33e3e5e45f2f\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 1.018}, \"93244\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Paris\", \"datetimes\": [\"2019-09-30 03:30:59.000000+00:00\", \"2021-06-20 13:37:36.000000+00:00\"], \"session_ids\": [\"78ea496a-4de2-4718-968e-21419c13ea45\", \"1d2adeee-8d17-4b55-8d29-83a791428af6\"], \"total_duration\": 154.0, \"total_sessions\": 2, \"mean_week_duration\": 1.711}, \"94469\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-10-22 16:33:47.000000+00:00\", \"2022-07-22 11:15:18.000000+00:00\"], \"session_ids\": [\"c0dbe87a-7f43-4e96-b4d9-56751fb0f8da\", \"2e39ac3b-dba6-4677-981b-abed4587689b\"], \"total_duration\": 378.0, \"total_sessions\": 2, \"mean_week_duration\": 9.692}, \"63777\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-08-20 11:49:16.000000+00:00\", \"2021-07-28 12:04:03.000000+00:00\", \"2019-02-04 21:59:03.000000+00:00\", \"2021-05-04 21:03:54.000000+00:00\", \"2022-05-08 16:16:25.000000+00:00\", \"2021-06-10 09:35:57.000000+00:00\", \"2023-01-23 20:09:45.000000+00:00\", \"2020-08-09 06:21:40.000000+00:00\"], \"session_ids\": [\"0ac15c31-ae44-4336-8a88-b3471adb59cf\", \"668c4d1f-5e35-4a35-abbd-0e81a0f1400a\", \"e9f8b9cb-3809-4367-83ea-86281059ddc7\", \"1ee7a611-c178-4943-af5c-a47ad5711bde\", \"62e324b6-c420-478d-ba0d-34ab92ccd2f2\", \"feb4d0a3-3358-4beb-b746-9e1e06ac3b3c\", \"4f99b6fa-ab56-41c0-af2b-91d145f771a4\", \"dc9c02e6-ef20-4d88-b84a-9620adc12cd6\"], \"total_duration\": 11351.0, \"total_sessions\": 8, \"mean_week_duration\": 54.836}, \"61328\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-02-14 01:33:10.000000+00:00\", \"2023-01-06 05:45:17.000000+00:00\", \"2020-05-07 01:14:33.000000+00:00\", \"2022-05-07 04:04:31.000000+00:00\", \"2021-12-16 06:57:04.000000+00:00\", \"2020-11-13 06:45:02.000000+00:00\", \"2021-11-29 19:46:46.000000+00:00\", \"2023-01-18 09:41:49.000000+00:00\"], \"session_ids\": [\"0c83ba8e-94aa-4a01-9ec7-e43369a31e61\", \"42c3d30e-8ab0-4719-968e-2f2316da908a\", \"38eaf64b-4b77-4d07-90bf-299b4fc23a35\", \"36eb2c30-9fe8-49db-bb0a-6709db0fbbc8\", \"816105b2-2733-4005-a2cb-500903192e56\", \"a639c0dc-d39b-47d7-a550-0bd247529069\", \"f11490c0-6771-41d3-9f11-e8764c6c069f\", \"7ed0cd37-52b4-484b-a5ec-2cf5b4010d79\"], \"total_duration\": 540.0, \"total_sessions\": 8, \"mean_week_duration\": 3.724}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"67833\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2023-06-06 19:49:21.000000+00:00\", \"2023-05-02 21:29:41.000000+00:00\"], \"session_ids\": [\"393a1c5c-d6f7-4b4a-a274-6d9e92f73534\", \"dc5f5e4e-8826-4ec2-814a-7c855af345ed\"], \"total_duration\": 316.0, \"total_sessions\": 2, \"mean_week_duration\": 63.2}}, {\"14916\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-04-29 12:34:55.000000+00:00\", \"2019-06-20 11:28:43.000000+00:00\"], \"session_ids\": [\"12869691-0fb3-4693-9135-22911485ed98\", \"5e420fab-a796-4e05-9c8a-b8c187d7c016\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.6}}, {\"45146\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-03-09 08:20:25.000000+00:00\", \"2023-04-04 09:30:26.000000+00:00\"], \"session_ids\": [\"28ef8ea8-5f64-4f79-a7bc-df96c61b46aa\", \"0c2457cc-e323-43d8-9c33-33e3e5e45f2f\"], \"total_duration\": 57.0, \"total_sessions\": 2, \"mean_week_duration\": 1.018}}, {\"93244\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Paris\", \"datetimes\": [\"2019-09-30 03:30:59.000000+00:00\", \"2021-06-20 13:37:36.000000+00:00\"], \"session_ids\": [\"78ea496a-4de2-4718-968e-21419c13ea45\", \"1d2adeee-8d17-4b55-8d29-83a791428af6\"], \"total_duration\": 154.0, \"total_sessions\": 2, \"mean_week_duration\": 1.711}}, {\"94469\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2021-10-22 16:33:47.000000+00:00\", \"2022-07-22 11:15:18.000000+00:00\"], \"session_ids\": [\"c0dbe87a-7f43-4e96-b4d9-56751fb0f8da\", \"2e39ac3b-dba6-4677-981b-abed4587689b\"], \"total_duration\": 378.0, \"total_sessions\": 2, \"mean_week_duration\": 9.692}}, {\"60772\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2020-09-21 10:48:07.000000+00:00\", \"2021-03-31 08:52:28.000000+00:00\", \"2019-12-12 00:43:54.000000+00:00\"], \"session_ids\": [\"82cf9638-bd7f-4713-8a07-3797b3fdf736\", \"c7a28f89-5dd8-41d1-b332-9913b19131df\", \"08b11e70-43b5-4cc0-bc3f-dae4e2eff58d\"], \"total_duration\": 172.0, \"total_sessions\": 3, \"mean_week_duration\": 2.529}}, {\"20045\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2021-10-15 23:56:41.000000+00:00\", \"2020-03-07 01:51:50.000000+00:00\", \"2019-07-25 01:57:09.000000+00:00\"], \"session_ids\": [\"c24c7a64-6e8d-4329-9f4c-5a880521d538\", \"e848da62-0bb6-4e42-8e02-3ebfd243bcb9\", \"e9279586-a572-4fbe-956b-d8327db17d4d\"], \"total_duration\": 22.0, \"total_sessions\": 3, \"mean_week_duration\": 0.188}}, {\"63777\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Ho Chi Minh City\", \"datetimes\": [\"2021-08-20 11:49:16.000000+00:00\", \"2021-07-28 12:04:03.000000+00:00\", \"2019-02-04 21:59:03.000000+00:00\", \"2021-05-04 21:03:54.000000+00:00\", \"2022-05-08 16:16:25.000000+00:00\", \"2021-06-10 09:35:57.000000+00:00\", \"2023-01-23 20:09:45.000000+00:00\", \"2020-08-09 06:21:40.000000+00:00\"], \"session_ids\": [\"0ac15c31-ae44-4336-8a88-b3471adb59cf\", \"668c4d1f-5e35-4a35-abbd-0e81a0f1400a\", \"e9f8b9cb-3809-4367-83ea-86281059ddc7\", \"1ee7a611-c178-4943-af5c-a47ad5711bde\", \"62e324b6-c420-478d-ba0d-34ab92ccd2f2\", \"feb4d0a3-3358-4beb-b746-9e1e06ac3b3c\", \"4f99b6fa-ab56-41c0-af2b-91d145f771a4\", \"dc9c02e6-ef20-4d88-b84a-9620adc12cd6\"], \"total_duration\": 11351.0, \"total_sessions\": 8, \"mean_week_duration\": 54.836}}, {\"61328\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"San Juan\", \"datetimes\": [\"2023-02-14 01:33:10.000000+00:00\", \"2023-01-06 05:45:17.000000+00:00\", \"2020-05-07 01:14:33.000000+00:00\", \"2022-05-07 04:04:31.000000+00:00\", \"2021-12-16 06:57:04.000000+00:00\", \"2020-11-13 06:45:02.000000+00:00\", \"2021-11-29 19:46:46.000000+00:00\", \"2023-01-18 09:41:49.000000+00:00\"], \"session_ids\": [\"0c83ba8e-94aa-4a01-9ec7-e43369a31e61\", \"42c3d30e-8ab0-4719-968e-2f2316da908a\", \"38eaf64b-4b77-4d07-90bf-299b4fc23a35\", \"36eb2c30-9fe8-49db-bb0a-6709db0fbbc8\", \"816105b2-2733-4005-a2cb-500903192e56\", \"a639c0dc-d39b-47d7-a550-0bd247529069\", \"f11490c0-6771-41d3-9f11-e8764c6c069f\", \"7ed0cd37-52b4-484b-a5ec-2cf5b4010d79\"], \"total_duration\": 540.0, \"total_sessions\": 8, \"mean_week_duration\": 3.724}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 2 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"67833\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2023-06-06 19:49:21.000000+00:00\", \"2023-05-02 21:29:41.000000+00:00\"], \"session_ids\": [\"393a1c5c-d6f7-4b4a-a274-6d9e92f73534\", \"dc5f5e4e-8826-4ec2-814a-7c855af345ed\"], \"total_duration\": 316.0, \"total_sessions\": 2, \"mean_week_duration\": 63.2}}, {\"14916\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-04-29 12:34:55.000000+00:00\", \"2019-06-20 11:28:43.000000+00:00\"], \"session_ids\": [\"12869691-0fb3-4693-9135-22911485ed98\", \"5e420fab-a796-4e05-9c8a-b8c187d7c016\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.6}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to close out that task and provide the requester with the obtained data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"67833\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Zurich\", \"datetimes\": [\"2023-06-06 19:49:21.000000+00:00\", \"2023-05-02 21:29:41.000000+00:00\"], \"session_ids\": [\"393a1c5c-d6f7-4b4a-a274-6d9e92f73534\", \"dc5f5e4e-8826-4ec2-814a-7c855af345ed\"], \"total_duration\": 316.0, \"total_sessions\": 2, \"mean_week_duration\": 63.2}}, {\"14916\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-04-29 12:34:55.000000+00:00\", \"2019-06-20 11:28:43.000000+00:00\"], \"session_ids\": [\"12869691-0fb3-4693-9135-22911485ed98\", \"5e420fab-a796-4e05-9c8a-b8c187d7c016\"], \"total_duration\": 90.0, \"total_sessions\": 2, \"mean_week_duration\": 0.6}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Share insights on 2 users whose total time using the app is under 2259 inclusively as well as do sorting by sessions count ascendingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"87579\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-11-02 17:04:54.000000+00:00\", \"2020-01-18 14:43:08.000000+00:00\"], \"session_ids\": [\"ce7e0e10-7404-421f-a443-c13dd9ca66e2\", \"4d4de6e6-4469-45c1-9e2e-cba2842396e5\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 1.255}, \"28341\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-01-02 08:57:26.000000+00:00\", \"2020-07-07 13:29:24.000000+00:00\", \"2023-05-23 10:28:26.000000+00:00\", \"2022-09-20 02:35:25.000000+00:00\", \"2022-07-25 09:29:10.000000+00:00\", \"2019-01-07 18:10:44.000000+00:00\", \"2020-10-05 18:15:53.000000+00:00\", \"2021-02-07 21:38:39.000000+00:00\"], \"session_ids\": [\"ee38db18-0a58-4814-b544-6723574f22e0\", \"d0619a47-4757-415f-86f1-e0804862f907\", \"9160483e-e873-418e-92a9-23e488553a1e\", \"ab4aa360-5bb1-4532-b55b-9b7e9e1bb01c\", \"b6700b26-d325-4397-9e0a-af1d4ce5fe95\", \"0b261776-c0fb-4104-8146-d727ef7477b9\", \"ebaebaff-82e0-42f1-a892-658d35c28050\", \"d78b8d99-67d2-4ce9-ab2d-459201e315ee\"], \"total_duration\": 804.0, \"total_sessions\": 8, \"mean_week_duration\": 3.526}, \"8502\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-04-20 09:52:21.000000+00:00\", \"2022-07-22 12:13:29.000000+00:00\"], \"session_ids\": [\"e6bca563-d6d0-4715-b363-5e24928c0ad8\", \"0ad98cd4-390c-4c28-8dff-9b7bc633d849\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 3.152}, \"99985\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 1}, \"city_name\": \"Nassau\", \"datetimes\": [\"2020-01-27 09:23:22.000000+00:00\", \"2021-05-15 10:32:20.000000+00:00\", \"2020-08-31 02:18:02.000000+00:00\", \"2022-10-07 14:22:31.000000+00:00\", \"2022-12-13 00:36:24.000000+00:00\", \"2020-12-25 17:39:53.000000+00:00\", \"2021-05-09 06:45:09.000000+00:00\", \"2022-11-25 07:18:14.000000+00:00\", \"2020-04-16 17:42:31.000000+00:00\", \"2023-04-09 22:12:57.000000+00:00\", \"2022-03-21 00:18:36.000000+00:00\"], \"session_ids\": [\"8ebbd32b-7878-4f29-83f0-fb2ec1c8c4e8\", \"30f0d86f-282a-49dd-806c-8a9b1b330a45\", \"e7e59189-acda-47a9-8dfb-6f68bf9e3c6c\", \"287d8be0-df1e-4611-9a31-0bcc73d70a85\", \"1a10e52d-ed06-45fe-b8d4-f117ef414b3a\", \"b63136a3-b322-42d3-9326-8e9a623f0ec1\", \"8464782d-f9d0-4a44-b4ad-97ec6ea3c2bd\", \"a425d489-e888-4c5a-acc4-02c1dd496ed4\", \"375928b7-d1bd-404e-9d5f-72046c07d36b\", \"85207295-8130-4b24-9c5f-b1834a22578f\", \"6eb2f6a7-76ae-4f41-b7dc-5e207bb549be\"], \"total_duration\": 11975.0, \"total_sessions\": 11, \"mean_week_duration\": 71.707}, \"52044\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-06-09 22:50:35.000000+00:00\", \"2019-04-05 06:08:32.000000+00:00\", \"2021-03-18 03:51:02.000000+00:00\", \"2020-10-30 00:33:00.000000+00:00\", \"2020-08-09 21:51:30.000000+00:00\", \"2023-03-22 21:31:51.000000+00:00\"], \"session_ids\": [\"bc4fcd5b-25b1-4cf7-8fe0-6a0b87208532\", \"4645501d-86b1-4162-a651-ef82894e80bb\", \"6f5cd186-1ef3-4f04-84c3-fc1d11297a6a\", \"6b34bd2e-fbff-4a00-af4a-639e8de9e2b9\", \"8c0ad637-aa5b-4a08-a4c4-e0c798e67388\", \"264f3382-4b16-4ad7-b258-14e3ee9fb830\"], \"total_duration\": 1308.0, \"total_sessions\": 6, \"mean_week_duration\": 6.319}, \"23818\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 4, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-06-19 17:27:22.000000+00:00\", \"2022-06-19 10:54:45.000000+00:00\"], \"session_ids\": [\"aad32644-b252-4f8d-9cb7-7788a53f77c4\", \"5a2f7e5a-d7e7-42d9-b14d-8d565e0c60d1\"], \"total_duration\": 177.0, \"total_sessions\": 2, \"mean_week_duration\": 3.404}, \"69884\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-04-14 19:23:07.000000+00:00\", \"2022-09-30 00:14:09.000000+00:00\"], \"session_ids\": [\"2690dbec-0e3c-4b84-b2b1-fd9035729146\", \"0b1a8e85-aa7d-44f3-8f35-b0527745bbda\"], \"total_duration\": 424.0, \"total_sessions\": 2, \"mean_week_duration\": 5.506}, \"17758\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-01-15 13:57:24.000000+00:00\", \"2023-06-19 06:26:56.000000+00:00\", \"2020-04-05 19:07:17.000000+00:00\"], \"session_ids\": [\"4733a64a-7ba8-4d4e-8c82-8d8ec3688089\", \"84975573-2417-48bc-b6ff-091005289d46\", \"d48703d2-7ac2-45b0-97b3-6171ac2c0282\"], \"total_duration\": 340.0, \"total_sessions\": 3, \"mean_week_duration\": 2.036}, \"74741\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-12-28 15:06:06.000000+00:00\", \"2020-03-13 09:46:02.000000+00:00\"], \"session_ids\": [\"cb0dadef-77b9-4e4f-be0e-29964f99737d\", \"1ebfb490-8610-476b-b3a5-e32f58ba6615\"], \"total_duration\": 178.0, \"total_sessions\": 2, \"mean_week_duration\": 4.238}, \"99724\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1, \"Fallout Flow\": 3}, \"city_name\": \"Caracas\", \"datetimes\": [\"2021-08-29 15:30:39.000000+00:00\", \"2020-01-04 14:26:36.000000+00:00\", \"2021-12-16 05:15:55.000000+00:00\", \"2023-04-08 05:04:56.000000+00:00\", \"2022-05-13 04:06:57.000000+00:00\", \"2020-03-19 05:13:36.000000+00:00\"], \"session_ids\": [\"47f2bd51-6aab-435c-8a3e-2a04016912f8\", \"c50be991-1ab7-474b-bbce-b0ed310437e6\", \"30bbf67a-1b25-4ec3-ace9-e6ca7b65a02c\", \"99707136-4933-48be-a2d5-3ffbfe0ed938\", \"14200f0a-e737-4087-9d1f-e33b87d55d21\", \"23209fd0-1077-4a11-ad5a-c7ee371dba72\"], \"total_duration\": 5455.0, \"total_sessions\": 6, \"mean_week_duration\": 32.088}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_duration are equal or less than 2259"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\"<=\"]]}, \"all_values\": {\"total_duration\": [[2259, 3759]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"87579\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-11-02 17:04:54.000000+00:00\", \"2020-01-18 14:43:08.000000+00:00\"], \"session_ids\": [\"ce7e0e10-7404-421f-a443-c13dd9ca66e2\", \"4d4de6e6-4469-45c1-9e2e-cba2842396e5\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 1.255}, \"28341\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-01-02 08:57:26.000000+00:00\", \"2020-07-07 13:29:24.000000+00:00\", \"2023-05-23 10:28:26.000000+00:00\", \"2022-09-20 02:35:25.000000+00:00\", \"2022-07-25 09:29:10.000000+00:00\", \"2019-01-07 18:10:44.000000+00:00\", \"2020-10-05 18:15:53.000000+00:00\", \"2021-02-07 21:38:39.000000+00:00\"], \"session_ids\": [\"ee38db18-0a58-4814-b544-6723574f22e0\", \"d0619a47-4757-415f-86f1-e0804862f907\", \"9160483e-e873-418e-92a9-23e488553a1e\", \"ab4aa360-5bb1-4532-b55b-9b7e9e1bb01c\", \"b6700b26-d325-4397-9e0a-af1d4ce5fe95\", \"0b261776-c0fb-4104-8146-d727ef7477b9\", \"ebaebaff-82e0-42f1-a892-658d35c28050\", \"d78b8d99-67d2-4ce9-ab2d-459201e315ee\"], \"total_duration\": 804.0, \"total_sessions\": 8, \"mean_week_duration\": 3.526}, \"8502\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-04-20 09:52:21.000000+00:00\", \"2022-07-22 12:13:29.000000+00:00\"], \"session_ids\": [\"e6bca563-d6d0-4715-b363-5e24928c0ad8\", \"0ad98cd4-390c-4c28-8dff-9b7bc633d849\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 3.152}, \"52044\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-06-09 22:50:35.000000+00:00\", \"2019-04-05 06:08:32.000000+00:00\", \"2021-03-18 03:51:02.000000+00:00\", \"2020-10-30 00:33:00.000000+00:00\", \"2020-08-09 21:51:30.000000+00:00\", \"2023-03-22 21:31:51.000000+00:00\"], \"session_ids\": [\"bc4fcd5b-25b1-4cf7-8fe0-6a0b87208532\", \"4645501d-86b1-4162-a651-ef82894e80bb\", \"6f5cd186-1ef3-4f04-84c3-fc1d11297a6a\", \"6b34bd2e-fbff-4a00-af4a-639e8de9e2b9\", \"8c0ad637-aa5b-4a08-a4c4-e0c798e67388\", \"264f3382-4b16-4ad7-b258-14e3ee9fb830\"], \"total_duration\": 1308.0, \"total_sessions\": 6, \"mean_week_duration\": 6.319}, \"23818\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 4, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-06-19 17:27:22.000000+00:00\", \"2022-06-19 10:54:45.000000+00:00\"], \"session_ids\": [\"aad32644-b252-4f8d-9cb7-7788a53f77c4\", \"5a2f7e5a-d7e7-42d9-b14d-8d565e0c60d1\"], \"total_duration\": 177.0, \"total_sessions\": 2, \"mean_week_duration\": 3.404}, \"69884\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-04-14 19:23:07.000000+00:00\", \"2022-09-30 00:14:09.000000+00:00\"], \"session_ids\": [\"2690dbec-0e3c-4b84-b2b1-fd9035729146\", \"0b1a8e85-aa7d-44f3-8f35-b0527745bbda\"], \"total_duration\": 424.0, \"total_sessions\": 2, \"mean_week_duration\": 5.506}, \"17758\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-01-15 13:57:24.000000+00:00\", \"2023-06-19 06:26:56.000000+00:00\", \"2020-04-05 19:07:17.000000+00:00\"], \"session_ids\": [\"4733a64a-7ba8-4d4e-8c82-8d8ec3688089\", \"84975573-2417-48bc-b6ff-091005289d46\", \"d48703d2-7ac2-45b0-97b3-6171ac2c0282\"], \"total_duration\": 340.0, \"total_sessions\": 3, \"mean_week_duration\": 2.036}, \"74741\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-12-28 15:06:06.000000+00:00\", \"2020-03-13 09:46:02.000000+00:00\"], \"session_ids\": [\"cb0dadef-77b9-4e4f-be0e-29964f99737d\", \"1ebfb490-8610-476b-b3a5-e32f58ba6615\"], \"total_duration\": 178.0, \"total_sessions\": 2, \"mean_week_duration\": 4.238}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to total_sessions attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_sessions\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"87579\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-11-02 17:04:54.000000+00:00\", \"2020-01-18 14:43:08.000000+00:00\"], \"session_ids\": [\"ce7e0e10-7404-421f-a443-c13dd9ca66e2\", \"4d4de6e6-4469-45c1-9e2e-cba2842396e5\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 1.255}}, {\"8502\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-04-20 09:52:21.000000+00:00\", \"2022-07-22 12:13:29.000000+00:00\"], \"session_ids\": [\"e6bca563-d6d0-4715-b363-5e24928c0ad8\", \"0ad98cd4-390c-4c28-8dff-9b7bc633d849\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 3.152}}, {\"23818\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 4, \"Change Skin Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-06-19 17:27:22.000000+00:00\", \"2022-06-19 10:54:45.000000+00:00\"], \"session_ids\": [\"aad32644-b252-4f8d-9cb7-7788a53f77c4\", \"5a2f7e5a-d7e7-42d9-b14d-8d565e0c60d1\"], \"total_duration\": 177.0, \"total_sessions\": 2, \"mean_week_duration\": 3.404}}, {\"69884\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-04-14 19:23:07.000000+00:00\", \"2022-09-30 00:14:09.000000+00:00\"], \"session_ids\": [\"2690dbec-0e3c-4b84-b2b1-fd9035729146\", \"0b1a8e85-aa7d-44f3-8f35-b0527745bbda\"], \"total_duration\": 424.0, \"total_sessions\": 2, \"mean_week_duration\": 5.506}}, {\"74741\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2020-12-28 15:06:06.000000+00:00\", \"2020-03-13 09:46:02.000000+00:00\"], \"session_ids\": [\"cb0dadef-77b9-4e4f-be0e-29964f99737d\", \"1ebfb490-8610-476b-b3a5-e32f58ba6615\"], \"total_duration\": 178.0, \"total_sessions\": 2, \"mean_week_duration\": 4.238}}, {\"17758\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 6, \"Play Game Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-01-15 13:57:24.000000+00:00\", \"2023-06-19 06:26:56.000000+00:00\", \"2020-04-05 19:07:17.000000+00:00\"], \"session_ids\": [\"4733a64a-7ba8-4d4e-8c82-8d8ec3688089\", \"84975573-2417-48bc-b6ff-091005289d46\", \"d48703d2-7ac2-45b0-97b3-6171ac2c0282\"], \"total_duration\": 340.0, \"total_sessions\": 3, \"mean_week_duration\": 2.036}}, {\"52044\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-06-09 22:50:35.000000+00:00\", \"2019-04-05 06:08:32.000000+00:00\", \"2021-03-18 03:51:02.000000+00:00\", \"2020-10-30 00:33:00.000000+00:00\", \"2020-08-09 21:51:30.000000+00:00\", \"2023-03-22 21:31:51.000000+00:00\"], \"session_ids\": [\"bc4fcd5b-25b1-4cf7-8fe0-6a0b87208532\", \"4645501d-86b1-4162-a651-ef82894e80bb\", \"6f5cd186-1ef3-4f04-84c3-fc1d11297a6a\", \"6b34bd2e-fbff-4a00-af4a-639e8de9e2b9\", \"8c0ad637-aa5b-4a08-a4c4-e0c798e67388\", \"264f3382-4b16-4ad7-b258-14e3ee9fb830\"], \"total_duration\": 1308.0, \"total_sessions\": 6, \"mean_week_duration\": 6.319}}, {\"28341\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 3}, \"city_name\": \"Kingston\", \"datetimes\": [\"2021-01-02 08:57:26.000000+00:00\", \"2020-07-07 13:29:24.000000+00:00\", \"2023-05-23 10:28:26.000000+00:00\", \"2022-09-20 02:35:25.000000+00:00\", \"2022-07-25 09:29:10.000000+00:00\", \"2019-01-07 18:10:44.000000+00:00\", \"2020-10-05 18:15:53.000000+00:00\", \"2021-02-07 21:38:39.000000+00:00\"], \"session_ids\": [\"ee38db18-0a58-4814-b544-6723574f22e0\", \"d0619a47-4757-415f-86f1-e0804862f907\", \"9160483e-e873-418e-92a9-23e488553a1e\", \"ab4aa360-5bb1-4532-b55b-9b7e9e1bb01c\", \"b6700b26-d325-4397-9e0a-af1d4ce5fe95\", \"0b261776-c0fb-4104-8146-d727ef7477b9\", \"ebaebaff-82e0-42f1-a892-658d35c28050\", \"d78b8d99-67d2-4ce9-ab2d-459201e315ee\"], \"total_duration\": 804.0, \"total_sessions\": 8, \"mean_week_duration\": 3.526}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 2 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"87579\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-11-02 17:04:54.000000+00:00\", \"2020-01-18 14:43:08.000000+00:00\"], \"session_ids\": [\"ce7e0e10-7404-421f-a443-c13dd9ca66e2\", \"4d4de6e6-4469-45c1-9e2e-cba2842396e5\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 1.255}}, {\"8502\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-04-20 09:52:21.000000+00:00\", \"2022-07-22 12:13:29.000000+00:00\"], \"session_ids\": [\"e6bca563-d6d0-4715-b363-5e24928c0ad8\", \"0ad98cd4-390c-4c28-8dff-9b7bc633d849\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 3.152}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to accomplish that task and transfer the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"87579\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-11-02 17:04:54.000000+00:00\", \"2020-01-18 14:43:08.000000+00:00\"], \"session_ids\": [\"ce7e0e10-7404-421f-a443-c13dd9ca66e2\", \"4d4de6e6-4469-45c1-9e2e-cba2842396e5\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 1.255}}, {\"8502\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2021-04-20 09:52:21.000000+00:00\", \"2022-07-22 12:13:29.000000+00:00\"], \"session_ids\": [\"e6bca563-d6d0-4715-b363-5e24928c0ad8\", \"0ad98cd4-390c-4c28-8dff-9b7bc633d849\"], \"total_duration\": 208.0, \"total_sessions\": 2, \"mean_week_duration\": 3.152}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Can you give me information regarding user whose sessions summation is strictly smaller than 5 and bigger than 10 and in addition implement sorting by average_week_duration from the smallest value to the largest value plus get rid of all entries, except 3."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"60823\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-13 17:58:15.000000+00:00\", \"2022-12-09 22:17:15.000000+00:00\"], \"session_ids\": [\"3bdd5ee5-40fa-475f-aad5-11cbdb9cb708\", \"2cb9fe8b-6660-4dfb-b214-da824241efbc\"], \"total_duration\": 261.0, \"total_sessions\": 2, \"mean_week_duration\": 1.673}, \"27958\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-10-12 08:48:31.000000+00:00\", \"2022-02-26 00:51:59.000000+00:00\", \"2021-02-18 22:26:26.000000+00:00\"], \"session_ids\": [\"64dc8614-7431-40b2-a1d2-eac208ddfab9\", \"6fa37ac6-aedc-4608-b8c9-a422928885d2\", \"502b722e-c478-4415-b83e-199971e457f9\"], \"total_duration\": 1101.0, \"total_sessions\": 3, \"mean_week_duration\": 20.389}, \"79629\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-04-24 05:01:40.000000+00:00\", \"2022-08-16 09:19:55.000000+00:00\", \"2020-11-18 09:35:32.000000+00:00\"], \"session_ids\": [\"a003816c-a973-4398-bcb8-d95b38dccdbe\", \"cd8af639-8c61-4b54-9dff-5394dcb7eacd\", \"fefdab40-69eb-4f01-bfa3-7f7a9824f5d4\"], \"total_duration\": 785.0, \"total_sessions\": 3, \"mean_week_duration\": 8.626}, \"9050\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-02-22 14:17:33.000000+00:00\", \"2021-04-03 05:49:51.000000+00:00\"], \"session_ids\": [\"d00e3c5d-12cb-4325-b8f4-cd23c5a9e680\", \"6e23c54b-4415-4543-8f1b-c6c1ef191c04\"], \"total_duration\": 283.0, \"total_sessions\": 2, \"mean_week_duration\": 4.879}, \"80752\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2022-04-21 20:55:56.000000+00:00\", \"2023-05-01 07:24:15.000000+00:00\", \"2021-04-13 05:16:24.000000+00:00\", \"2019-04-25 16:12:24.000000+00:00\", \"2019-04-11 07:19:24.000000+00:00\", \"2019-10-17 18:53:24.000000+00:00\", \"2023-06-17 01:35:07.000000+00:00\", \"2019-03-20 09:36:40.000000+00:00\", \"2019-02-17 00:04:01.000000+00:00\", \"2023-02-23 21:02:48.000000+00:00\"], \"session_ids\": [\"7864b655-2d84-4f75-9a94-bb27905713aa\", \"35f54208-71b1-4442-abfa-0ea3eee47622\", \"02cea593-984b-483f-80aa-d5e7a52efeca\", \"10d11289-7c48-42dd-bce8-05e6bf28f417\", \"b63674ed-7226-4139-86c1-5c41b58a5f46\", \"2a23d85e-07f3-41c1-a5a5-dc6acae08dea\", \"c80d3bbd-2f20-4cf0-a1ef-9a17ada150a2\", \"f5c89d07-a2c8-47dd-87a8-f1e23e627668\", \"dcc51c58-c980-475c-9782-06b67ae2d702\", \"d7a616c3-ae8c-418e-bcf3-bb39699c4e6e\"], \"total_duration\": 1291.0, \"total_sessions\": 10, \"mean_week_duration\": 5.712}, \"64730\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2020-11-14 03:37:44.000000+00:00\", \"2021-08-27 23:56:27.000000+00:00\", \"2022-06-30 09:02:51.000000+00:00\", \"2021-12-12 06:36:02.000000+00:00\", \"2021-02-13 09:39:07.000000+00:00\"], \"session_ids\": [\"5207e84c-d0ee-4001-b365-6c4b6d325bcf\", \"87bdb9d3-1130-4a6b-aa2b-4074ce9790f8\", \"9a54af84-fac4-450c-bf05-88128b5dea58\", \"ed93c847-096a-430d-8bf8-54131f535c1f\", \"c726ed24-1ede-46e6-91d2-d6e840c0b701\"], \"total_duration\": 458.0, \"total_sessions\": 5, \"mean_week_duration\": 5.388}, \"54773\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Cairo\", \"datetimes\": [\"2023-02-05 15:08:22.000000+00:00\", \"2022-05-22 20:54:34.000000+00:00\"], \"session_ids\": [\"9f7211be-1a83-419a-add0-c45a92a4ebff\", \"acaa9b56-b40c-454e-87d5-8949e6eaceac\"], \"total_duration\": 291.0, \"total_sessions\": 2, \"mean_week_duration\": 7.865}, \"12234\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-01-13 13:01:20.000000+00:00\", \"2019-12-06 05:22:18.000000+00:00\", \"2022-08-30 11:06:15.000000+00:00\"], \"session_ids\": [\"ca3447b8-e9ce-45fe-a310-7b1946160cb9\", \"62135b08-7216-4e1c-b3e4-61d3e967b301\", \"732d0374-7047-43b6-8b7f-0a1d75316a23\"], \"total_duration\": 293.0, \"total_sessions\": 3, \"mean_week_duration\": 1.809}, \"33437\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-03-28 09:01:19.000000+00:00\", \"2021-12-25 22:46:54.000000+00:00\", \"2022-12-06 04:55:01.000000+00:00\", \"2019-10-09 12:19:08.000000+00:00\", \"2023-05-10 00:21:19.000000+00:00\"], \"session_ids\": [\"95add8f8-959d-4d4d-9987-2f70110c2675\", \"ec06528a-e1bb-4ab9-bbe5-23fd62e35460\", \"ccf9ca38-53a1-46ce-8509-57be67592f86\", \"65e01cad-a3b8-476c-a102-2091f936cf4c\", \"9437deb2-1164-4dd6-8fd3-beb1861cbf31\"], \"total_duration\": 2625.0, \"total_sessions\": 5, \"mean_week_duration\": 14.037}, \"46941\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2022-10-04 20:06:14.000000+00:00\", \"2019-09-14 16:57:11.000000+00:00\", \"2020-08-05 07:17:22.000000+00:00\", \"2021-07-27 02:00:27.000000+00:00\", \"2022-08-08 05:11:14.000000+00:00\", \"2019-01-06 13:42:57.000000+00:00\", \"2020-07-15 05:49:15.000000+00:00\", \"2020-11-20 20:55:21.000000+00:00\", \"2019-02-03 13:38:07.000000+00:00\"], \"session_ids\": [\"38d64965-4444-43c4-ab08-8035e41e5f22\", \"360a3378-a055-4882-893a-c4bdbf795291\", \"dbffa744-92ed-44b1-8909-4880f3badf5a\", \"73c54647-2d8f-41a5-9f07-b869910238d2\", \"cfa2f403-e1bb-43cf-8e87-5f05843aee04\", \"84c232a0-ef8e-4eaa-b3c6-3d71dc743996\", \"3c8da8b7-2473-4972-bd69-1956de8f3c58\", \"6bcf460a-3f55-401c-83d9-9e0337eac6bd\", \"3828a8c2-c8a4-48df-80d8-a48d2bebfcf4\"], \"total_duration\": 18072.0, \"total_sessions\": 9, \"mean_week_duration\": 92.204}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's total_sessions are less than 5 and are equal or greater than 10"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\"<\", \">=\"]]}, \"all_values\": {\"total_sessions\": [[5, 10]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"60823\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-13 17:58:15.000000+00:00\", \"2022-12-09 22:17:15.000000+00:00\"], \"session_ids\": [\"3bdd5ee5-40fa-475f-aad5-11cbdb9cb708\", \"2cb9fe8b-6660-4dfb-b214-da824241efbc\"], \"total_duration\": 261.0, \"total_sessions\": 2, \"mean_week_duration\": 1.673}, \"27958\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-10-12 08:48:31.000000+00:00\", \"2022-02-26 00:51:59.000000+00:00\", \"2021-02-18 22:26:26.000000+00:00\"], \"session_ids\": [\"64dc8614-7431-40b2-a1d2-eac208ddfab9\", \"6fa37ac6-aedc-4608-b8c9-a422928885d2\", \"502b722e-c478-4415-b83e-199971e457f9\"], \"total_duration\": 1101.0, \"total_sessions\": 3, \"mean_week_duration\": 20.389}, \"79629\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-04-24 05:01:40.000000+00:00\", \"2022-08-16 09:19:55.000000+00:00\", \"2020-11-18 09:35:32.000000+00:00\"], \"session_ids\": [\"a003816c-a973-4398-bcb8-d95b38dccdbe\", \"cd8af639-8c61-4b54-9dff-5394dcb7eacd\", \"fefdab40-69eb-4f01-bfa3-7f7a9824f5d4\"], \"total_duration\": 785.0, \"total_sessions\": 3, \"mean_week_duration\": 8.626}, \"9050\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-02-22 14:17:33.000000+00:00\", \"2021-04-03 05:49:51.000000+00:00\"], \"session_ids\": [\"d00e3c5d-12cb-4325-b8f4-cd23c5a9e680\", \"6e23c54b-4415-4543-8f1b-c6c1ef191c04\"], \"total_duration\": 283.0, \"total_sessions\": 2, \"mean_week_duration\": 4.879}, \"54773\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Cairo\", \"datetimes\": [\"2023-02-05 15:08:22.000000+00:00\", \"2022-05-22 20:54:34.000000+00:00\"], \"session_ids\": [\"9f7211be-1a83-419a-add0-c45a92a4ebff\", \"acaa9b56-b40c-454e-87d5-8949e6eaceac\"], \"total_duration\": 291.0, \"total_sessions\": 2, \"mean_week_duration\": 7.865}, \"12234\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-01-13 13:01:20.000000+00:00\", \"2019-12-06 05:22:18.000000+00:00\", \"2022-08-30 11:06:15.000000+00:00\"], \"session_ids\": [\"ca3447b8-e9ce-45fe-a310-7b1946160cb9\", \"62135b08-7216-4e1c-b3e4-61d3e967b301\", \"732d0374-7047-43b6-8b7f-0a1d75316a23\"], \"total_duration\": 293.0, \"total_sessions\": 3, \"mean_week_duration\": 1.809}, \"80752\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2022-04-21 20:55:56.000000+00:00\", \"2023-05-01 07:24:15.000000+00:00\", \"2021-04-13 05:16:24.000000+00:00\", \"2019-04-25 16:12:24.000000+00:00\", \"2019-04-11 07:19:24.000000+00:00\", \"2019-10-17 18:53:24.000000+00:00\", \"2023-06-17 01:35:07.000000+00:00\", \"2019-03-20 09:36:40.000000+00:00\", \"2019-02-17 00:04:01.000000+00:00\", \"2023-02-23 21:02:48.000000+00:00\"], \"session_ids\": [\"7864b655-2d84-4f75-9a94-bb27905713aa\", \"35f54208-71b1-4442-abfa-0ea3eee47622\", \"02cea593-984b-483f-80aa-d5e7a52efeca\", \"10d11289-7c48-42dd-bce8-05e6bf28f417\", \"b63674ed-7226-4139-86c1-5c41b58a5f46\", \"2a23d85e-07f3-41c1-a5a5-dc6acae08dea\", \"c80d3bbd-2f20-4cf0-a1ef-9a17ada150a2\", \"f5c89d07-a2c8-47dd-87a8-f1e23e627668\", \"dcc51c58-c980-475c-9782-06b67ae2d702\", \"d7a616c3-ae8c-418e-bcf3-bb39699c4e6e\"], \"total_duration\": 1291.0, \"total_sessions\": 10, \"mean_week_duration\": 5.712}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data ascendingly by mean_week_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"60823\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-13 17:58:15.000000+00:00\", \"2022-12-09 22:17:15.000000+00:00\"], \"session_ids\": [\"3bdd5ee5-40fa-475f-aad5-11cbdb9cb708\", \"2cb9fe8b-6660-4dfb-b214-da824241efbc\"], \"total_duration\": 261.0, \"total_sessions\": 2, \"mean_week_duration\": 1.673}}, {\"12234\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-01-13 13:01:20.000000+00:00\", \"2019-12-06 05:22:18.000000+00:00\", \"2022-08-30 11:06:15.000000+00:00\"], \"session_ids\": [\"ca3447b8-e9ce-45fe-a310-7b1946160cb9\", \"62135b08-7216-4e1c-b3e4-61d3e967b301\", \"732d0374-7047-43b6-8b7f-0a1d75316a23\"], \"total_duration\": 293.0, \"total_sessions\": 3, \"mean_week_duration\": 1.809}}, {\"9050\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-02-22 14:17:33.000000+00:00\", \"2021-04-03 05:49:51.000000+00:00\"], \"session_ids\": [\"d00e3c5d-12cb-4325-b8f4-cd23c5a9e680\", \"6e23c54b-4415-4543-8f1b-c6c1ef191c04\"], \"total_duration\": 283.0, \"total_sessions\": 2, \"mean_week_duration\": 4.879}}, {\"80752\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2022-04-21 20:55:56.000000+00:00\", \"2023-05-01 07:24:15.000000+00:00\", \"2021-04-13 05:16:24.000000+00:00\", \"2019-04-25 16:12:24.000000+00:00\", \"2019-04-11 07:19:24.000000+00:00\", \"2019-10-17 18:53:24.000000+00:00\", \"2023-06-17 01:35:07.000000+00:00\", \"2019-03-20 09:36:40.000000+00:00\", \"2019-02-17 00:04:01.000000+00:00\", \"2023-02-23 21:02:48.000000+00:00\"], \"session_ids\": [\"7864b655-2d84-4f75-9a94-bb27905713aa\", \"35f54208-71b1-4442-abfa-0ea3eee47622\", \"02cea593-984b-483f-80aa-d5e7a52efeca\", \"10d11289-7c48-42dd-bce8-05e6bf28f417\", \"b63674ed-7226-4139-86c1-5c41b58a5f46\", \"2a23d85e-07f3-41c1-a5a5-dc6acae08dea\", \"c80d3bbd-2f20-4cf0-a1ef-9a17ada150a2\", \"f5c89d07-a2c8-47dd-87a8-f1e23e627668\", \"dcc51c58-c980-475c-9782-06b67ae2d702\", \"d7a616c3-ae8c-418e-bcf3-bb39699c4e6e\"], \"total_duration\": 1291.0, \"total_sessions\": 10, \"mean_week_duration\": 5.712}}, {\"54773\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 5, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2}, \"city_name\": \"Cairo\", \"datetimes\": [\"2023-02-05 15:08:22.000000+00:00\", \"2022-05-22 20:54:34.000000+00:00\"], \"session_ids\": [\"9f7211be-1a83-419a-add0-c45a92a4ebff\", \"acaa9b56-b40c-454e-87d5-8949e6eaceac\"], \"total_duration\": 291.0, \"total_sessions\": 2, \"mean_week_duration\": 7.865}}, {\"79629\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2021-04-24 05:01:40.000000+00:00\", \"2022-08-16 09:19:55.000000+00:00\", \"2020-11-18 09:35:32.000000+00:00\"], \"session_ids\": [\"a003816c-a973-4398-bcb8-d95b38dccdbe\", \"cd8af639-8c61-4b54-9dff-5394dcb7eacd\", \"fefdab40-69eb-4f01-bfa3-7f7a9824f5d4\"], \"total_duration\": 785.0, \"total_sessions\": 3, \"mean_week_duration\": 8.626}}, {\"27958\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-10-12 08:48:31.000000+00:00\", \"2022-02-26 00:51:59.000000+00:00\", \"2021-02-18 22:26:26.000000+00:00\"], \"session_ids\": [\"64dc8614-7431-40b2-a1d2-eac208ddfab9\", \"6fa37ac6-aedc-4608-b8c9-a422928885d2\", \"502b722e-c478-4415-b83e-199971e457f9\"], \"total_duration\": 1101.0, \"total_sessions\": 3, \"mean_week_duration\": 20.389}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to select only 3 entries and remove the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"60823\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-13 17:58:15.000000+00:00\", \"2022-12-09 22:17:15.000000+00:00\"], \"session_ids\": [\"3bdd5ee5-40fa-475f-aad5-11cbdb9cb708\", \"2cb9fe8b-6660-4dfb-b214-da824241efbc\"], \"total_duration\": 261.0, \"total_sessions\": 2, \"mean_week_duration\": 1.673}}, {\"12234\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-01-13 13:01:20.000000+00:00\", \"2019-12-06 05:22:18.000000+00:00\", \"2022-08-30 11:06:15.000000+00:00\"], \"session_ids\": [\"ca3447b8-e9ce-45fe-a310-7b1946160cb9\", \"62135b08-7216-4e1c-b3e4-61d3e967b301\", \"732d0374-7047-43b6-8b7f-0a1d75316a23\"], \"total_duration\": 293.0, \"total_sessions\": 3, \"mean_week_duration\": 1.809}}, {\"9050\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-02-22 14:17:33.000000+00:00\", \"2021-04-03 05:49:51.000000+00:00\"], \"session_ids\": [\"d00e3c5d-12cb-4325-b8f4-cd23c5a9e680\", \"6e23c54b-4415-4543-8f1b-c6c1ef191c04\"], \"total_duration\": 283.0, \"total_sessions\": 2, \"mean_week_duration\": 4.879}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to close out that task and provide the requester with the obtained data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"60823\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2019-12-13 17:58:15.000000+00:00\", \"2022-12-09 22:17:15.000000+00:00\"], \"session_ids\": [\"3bdd5ee5-40fa-475f-aad5-11cbdb9cb708\", \"2cb9fe8b-6660-4dfb-b214-da824241efbc\"], \"total_duration\": 261.0, \"total_sessions\": 2, \"mean_week_duration\": 1.673}}, {\"12234\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Quito\", \"datetimes\": [\"2023-01-13 13:01:20.000000+00:00\", \"2019-12-06 05:22:18.000000+00:00\", \"2022-08-30 11:06:15.000000+00:00\"], \"session_ids\": [\"ca3447b8-e9ce-45fe-a310-7b1946160cb9\", \"62135b08-7216-4e1c-b3e4-61d3e967b301\", \"732d0374-7047-43b6-8b7f-0a1d75316a23\"], \"total_duration\": 293.0, \"total_sessions\": 3, \"mean_week_duration\": 1.809}}, {\"9050\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Copenhagen\", \"datetimes\": [\"2020-02-22 14:17:33.000000+00:00\", \"2021-04-03 05:49:51.000000+00:00\"], \"session_ids\": [\"d00e3c5d-12cb-4325-b8f4-cd23c5a9e680\", \"6e23c54b-4415-4543-8f1b-c6c1ef191c04\"], \"total_duration\": 283.0, \"total_sessions\": 2, \"mean_week_duration\": 4.879}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I have a curiosity about 3 users whose sum of duration of sessions per week exceeds 21 , and perform sorting by time using the app in ascending."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"15348\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2021-01-01 18:00:00.000000+00:00\", \"2020-11-03 11:51:58.000000+00:00\", \"2021-07-10 11:19:11.000000+00:00\"], \"session_ids\": [\"4561254d-5a60-4397-b64e-b2cdaf694f31\", \"c57a3db3-a325-48a2-b738-f76d80b02b1e\", \"6856819c-2352-414e-966a-cb309af6b749\"], \"total_duration\": 549.0, \"total_sessions\": 3, \"mean_week_duration\": 15.25}, \"28592\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 4, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Singapore City\", \"datetimes\": [\"2023-05-15 20:57:14.000000+00:00\", \"2019-02-16 22:23:58.000000+00:00\"], \"session_ids\": [\"b627d10c-add9-41a9-9a82-52af4d8b90c8\", \"67c18f3a-f9a3-41eb-beb7-2face459824d\"], \"total_duration\": 68.0, \"total_sessions\": 2, \"mean_week_duration\": 0.306}, \"39588\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2023-02-23 23:33:31.000000+00:00\", \"2022-09-21 01:39:35.000000+00:00\", \"2020-06-28 18:28:48.000000+00:00\"], \"session_ids\": [\"7115af8e-5bd2-4f68-b849-6036ce696146\", \"fe30ba00-ff3f-4e3d-ba7a-8e91e9a786f7\", \"a20effb7-4a78-4c8f-9b84-128e1934753f\"], \"total_duration\": 530.0, \"total_sessions\": 3, \"mean_week_duration\": 3.813}, \"67414\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 7, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"Panama City\", \"datetimes\": [\"2019-05-04 14:33:40.000000+00:00\", \"2019-08-09 21:36:07.000000+00:00\"], \"session_ids\": [\"8a89d018-1541-4127-886f-408bddb8ad46\", \"71e1ea08-4079-4846-81a6-3e3f18d26979\"], \"total_duration\": 20.0, \"total_sessions\": 2, \"mean_week_duration\": 1.429}, \"93313\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-03-06 03:44:43.000000+00:00\", \"2021-07-23 10:28:45.000000+00:00\", \"2019-12-18 14:02:54.000000+00:00\", \"2023-05-06 05:12:46.000000+00:00\", \"2022-06-29 13:42:16.000000+00:00\"], \"session_ids\": [\"2b17e30d-aea3-4762-9b92-91c73163433e\", \"5ba0f245-9840-43ec-bc95-0f70a4494a8f\", \"2b790354-105b-42e2-a645-b4789a494541\", \"9d4c9fb9-5973-45c4-8f38-a311ca0431dc\", \"1cc6fee6-5cb6-43bf-a539-02675ad2fb8c\"], \"total_duration\": 2980.0, \"total_sessions\": 5, \"mean_week_duration\": 16.836}, \"85570\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Cape Town\", \"datetimes\": [\"2019-06-30 11:55:19.000000+00:00\", \"2021-10-19 14:47:39.000000+00:00\", \"2022-02-17 18:28:21.000000+00:00\", \"2023-03-30 22:52:12.000000+00:00\", \"2022-01-09 22:35:19.000000+00:00\"], \"session_ids\": [\"dabfe5a2-ba9a-4739-a3bc-565114fcd6a5\", \"15596eb7-63f2-4f94-b946-4901270ec126\", \"563ec25f-dd57-4d6c-b078-cd355f5ee5dc\", \"5f48523f-040f-4556-aa3a-b1538345cecf\", \"87a8193a-39ee-422a-b2c3-2be666ec7af1\"], \"total_duration\": 128.0, \"total_sessions\": 5, \"mean_week_duration\": 0.653}, \"33874\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-02-07 08:23:48.000000+00:00\", \"2022-03-19 21:26:58.000000+00:00\"], \"session_ids\": [\"a8a2af89-bafd-4677-b1f6-73f3a2225cda\", \"95420542-77ee-4c2f-86f4-4349fee4bb0b\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 19.0}, \"91426\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 4, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2, \"Change Skin Flow\": 4}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2022-12-06 16:06:12.000000+00:00\", \"2023-02-01 07:59:50.000000+00:00\"], \"session_ids\": [\"70fb45d6-311b-4379-9b59-1e7566efc04d\", \"ebbd2b6c-0c28-4517-a738-50e3a4811969\"], \"total_duration\": 70.0, \"total_sessions\": 2, \"mean_week_duration\": 8.75}, \"22186\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2019-05-13 21:00:17.000000+00:00\", \"2021-10-12 17:11:58.000000+00:00\"], \"session_ids\": [\"d3ec2b51-c9a8-456b-a36f-dced4cd9764a\", \"d483b18c-4513-47dd-b4f1-18917f551bd0\"], \"total_duration\": 185.0, \"total_sessions\": 2, \"mean_week_duration\": 1.468}, \"24992\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 5}, \"city_name\": \"Reykjavik\", \"datetimes\": [\"2022-11-16 11:13:46.000000+00:00\", \"2021-01-23 17:45:36.000000+00:00\"], \"session_ids\": [\"3879db00-16dc-4303-98f6-a13151d3bdd1\", \"bbcf854d-cf8a-40f3-87d2-1a5ecdb15282\"], \"total_duration\": 379.0, \"total_sessions\": 2, \"mean_week_duration\": 3.989}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or greater than 21"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\">=\"]]}, \"all_values\": {\"mean_week_duration\": [[21, 37]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: There is no information, which requester wanted to obtain, I need to inform the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Please offer data on 8 users whose total amount of duration is smaller than 3481 and bigger than 1874 (not including) additionaly put to use sorting by site usage time decliningly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to get user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"83056\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2023-01-05 11:14:26.000000+00:00\", \"2023-02-19 02:00:49.000000+00:00\"], \"session_ids\": [\"2dccd961-05e7-4ea9-8fa1-8ef4e19db4d7\", \"e618b21d-8c94-44c9-84a5-86d3e76b6d43\"], \"total_duration\": 236.0, \"total_sessions\": 2, \"mean_week_duration\": 33.714}, \"34142\": {\"keyflows\": {\"Sign In Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-05-17 03:57:49.000000+00:00\", \"2021-06-08 11:45:32.000000+00:00\", \"2020-09-07 04:53:14.000000+00:00\"], \"session_ids\": [\"daf307b3-d6c6-4b92-8143-17ff176491c3\", \"8bf15703-37aa-46ff-aa7b-0bccaf897d3c\", \"07f29db0-cf14-4add-bca9-908c3578de0b\"], \"total_duration\": 29.0, \"total_sessions\": 3, \"mean_week_duration\": 0.269}, \"52327\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2020-12-11 00:18:49.000000+00:00\", \"2020-08-08 05:21:20.000000+00:00\", \"2023-02-25 19:37:26.000000+00:00\", \"2023-03-15 21:28:33.000000+00:00\", \"2021-07-18 03:51:01.000000+00:00\"], \"session_ids\": [\"c8aab3c6-d9ba-4478-b716-2d59dd7c3593\", \"dfdc68fa-b1a8-4abf-aff6-38b10a4e29ab\", \"ac52b64d-8fef-440b-a7be-8dff364e64cd\", \"e9a3b2c3-2597-4524-9d89-b771a84f2ee7\", \"84761c47-60e6-4a4e-85b9-2755de270695\"], \"total_duration\": 65.0, \"total_sessions\": 5, \"mean_week_duration\": 0.478}, \"15268\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Santiago\", \"datetimes\": [\"2021-01-28 22:02:44.000000+00:00\", \"2022-03-24 01:40:30.000000+00:00\", \"2020-06-11 02:04:16.000000+00:00\", \"2023-05-04 07:34:11.000000+00:00\", \"2022-09-04 20:19:26.000000+00:00\"], \"session_ids\": [\"b4052fe1-4eca-4d35-a888-bb28a5e1e1dd\", \"72351437-4a9f-4adc-9bdd-b6f1c9e63963\", \"4435a5ed-d442-43df-8c22-622b241e7bf9\", \"ef2da3f4-1c84-401d-850d-4884f454e8c5\", \"90010f7e-73e1-4771-979b-9d68ac2894c8\"], \"total_duration\": 402.0, \"total_sessions\": 5, \"mean_week_duration\": 2.662}, \"11576\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2022-07-16 12:13:07.000000+00:00\", \"2021-04-16 03:02:37.000000+00:00\"], \"session_ids\": [\"f5286d31-ed82-4d8c-a4a5-92df79d8752f\", \"0777764e-65c3-491b-b066-b4012b63fbee\"], \"total_duration\": 226.0, \"total_sessions\": 2, \"mean_week_duration\": 3.424}, \"85406\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2021-09-26 21:00:11.000000+00:00\", \"2019-03-19 14:04:21.000000+00:00\"], \"session_ids\": [\"45d2de52-18c2-4f14-b02f-b1ecdfb49089\", \"bb41ab03-caeb-48f7-949f-20b5de0fd63c\"], \"total_duration\": 99.0, \"total_sessions\": 2, \"mean_week_duration\": 0.75}, \"53173\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 2}, \"city_name\": \"Berlin\", \"datetimes\": [\"2023-06-15 14:03:14.000000+00:00\", \"2019-08-05 06:07:03.000000+00:00\"], \"session_ids\": [\"fb01abd1-a427-4919-af1b-8bc864d22588\", \"cad69697-4b47-4d91-943e-3d7b048da4de\"], \"total_duration\": 17.0, \"total_sessions\": 2, \"mean_week_duration\": 0.084}, \"51068\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-03-31 03:41:31.000000+00:00\", \"2019-05-25 05:41:39.000000+00:00\", \"2023-02-08 22:39:24.000000+00:00\", \"2023-04-14 08:12:56.000000+00:00\", \"2022-07-31 23:03:56.000000+00:00\", \"2020-12-09 05:46:22.000000+00:00\"], \"session_ids\": [\"09efb87f-20bf-485b-bca3-2ea079ffd877\", \"6f4129e7-04a0-43e0-bde4-97327e1c85fc\", \"ef808f39-849b-4af2-93c1-ab07a307e255\", \"9597cd94-2dbd-404b-8f94-76b0e0c9676e\", \"bc86e51a-5d9e-4fc6-9dc2-37ca71f6795e\", \"994db085-9916-47ed-b808-fbba9e3a9c47\"], \"total_duration\": 461.0, \"total_sessions\": 6, \"mean_week_duration\": 2.271}, \"68524\": {\"keyflows\": {\"Sign In Flow\": 8, \"Registration Flow\": 2, \"Fallout Flow\": 3}, \"city_name\": \"Lima\", \"datetimes\": [\"2021-11-23 11:37:44.000000+00:00\", \"2019-05-20 06:41:21.000000+00:00\", \"2022-03-08 06:48:27.000000+00:00\", \"2020-06-09 04:09:41.000000+00:00\", \"2019-10-19 03:21:42.000000+00:00\", \"2019-06-02 01:16:24.000000+00:00\", \"2020-04-04 19:06:33.000000+00:00\", \"2020-03-15 12:49:16.000000+00:00\", \"2021-01-16 08:17:59.000000+00:00\", \"2019-03-12 22:15:12.000000+00:00\", \"2019-07-18 02:12:02.000000+00:00\"], \"session_ids\": [\"0f48a9b5-81f1-4f4e-afb1-122e0aad26a2\", \"0c3b0cb8-2a2b-40f3-bed0-e755206f3b4f\", \"0c853e4d-0f70-4d62-ab52-07595bdef2e7\", \"9fc960dd-b618-4bb1-bcef-abab71c85822\", \"3f8f934d-033e-4143-b2c2-a68d87196b5e\", \"e016fc49-e4d1-46b2-9489-56c763f05261\", \"7b95878f-cf9c-440f-88cf-56b5fb1fb8d7\", \"7c4951d1-b2ae-4d2e-b1c1-133135a9212e\", \"dd14cca4-2d79-4023-93eb-3d1a68a17155\", \"3065e930-adb4-442c-a944-b56079d3e940\", \"d5a0e185-9a11-4cb9-9cc2-e90026c29610\"], \"total_duration\": 62772.0, \"total_sessions\": 11, \"mean_week_duration\": 402.385}, \"99623\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 7, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-09-18 00:58:53.000000+00:00\", \"2019-04-08 19:53:30.000000+00:00\"], \"session_ids\": [\"09bdcb3f-6114-4b8f-b324-74b7f2e563eb\", \"8ed8293f-cc62-4f32-ab79-562d98594aab\"], \"total_duration\": 134.0, \"total_sessions\": 2, \"mean_week_duration\": 1.047}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_duration attribute where total_duration are greater than 1874 and are equal or less than 3481"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_duration\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_duration\": [[1874, 3481]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like the output is empty, I need to notify the requester about it and I need to finish my work on that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "I need to get information about 7 users who have time using the app per week smaller than 1 and bigger than 31 (not including) and execute sorting by duration of sessions per week ascendingly additionaly provide me only with 2 pieces of information."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"54764\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2023-03-20 00:55:29.000000+00:00\", \"2019-03-20 12:07:56.000000+00:00\", \"2022-04-25 21:33:35.000000+00:00\", \"2021-09-03 11:25:23.000000+00:00\", \"2021-02-25 00:56:11.000000+00:00\"], \"session_ids\": [\"994e57a3-a2cf-4a7e-bd01-6a850d9fd936\", \"b560f608-d687-4c19-9468-ea0907f39ad3\", \"9c0a7526-11ed-43f8-95ed-eb44a7490ebe\", \"8558c55c-31d5-4128-943b-36f57e70d9f3\", \"07c1a3c0-5768-4e8f-9bfa-192c8b2241f0\"], \"total_duration\": 567.0, \"total_sessions\": 5, \"mean_week_duration\": 2.713}, \"9299\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-11-08 11:02:55.000000+00:00\", \"2020-12-28 09:55:32.000000+00:00\", \"2021-12-19 22:14:05.000000+00:00\"], \"session_ids\": [\"95d2187b-846d-4577-a402-35fa87563016\", \"598343e3-2fe1-429f-b611-94819bf893a1\", \"ee37735b-2390-4fce-a843-79efc91e381e\"], \"total_duration\": 35.0, \"total_sessions\": 3, \"mean_week_duration\": 0.315}, \"31172\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Caracas\", \"datetimes\": [\"2022-10-14 17:48:59.000000+00:00\", \"2020-09-19 18:53:19.000000+00:00\"], \"session_ids\": [\"9d6080d6-d0c0-40bd-85de-eb91a94bf0bc\", \"35fe044a-3194-4e99-a837-83513d8c2aa9\"], \"total_duration\": 301.0, \"total_sessions\": 2, \"mean_week_duration\": 2.787}, \"23129\": {\"keyflows\": {\"Sign In Flow\": 7, \"Registration Flow\": 1, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Beijing\", \"datetimes\": [\"2021-03-29 02:35:22.000000+00:00\", \"2020-10-22 17:10:46.000000+00:00\", \"2020-12-18 19:33:14.000000+00:00\", \"2020-02-16 17:37:00.000000+00:00\", \"2020-08-04 13:17:39.000000+00:00\"], \"session_ids\": [\"8dafee7d-f2c6-41dd-b4ae-a38b2440989d\", \"1ebb08ca-6685-4421-85af-aa6e244b3821\", \"adff70f6-863d-4db6-be1e-bd2537c8d1d0\", \"a4719d8a-a84d-4c4f-953a-a2cf3bd8794d\", \"e164d1be-d990-4625-ac7b-9d5d4aebd325\"], \"total_duration\": 331.0, \"total_sessions\": 5, \"mean_week_duration\": 5.707}, \"86055\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-06-19 19:01:50.000000+00:00\", \"2020-01-12 03:52:48.000000+00:00\"], \"session_ids\": [\"97b31cd9-6433-4916-8c60-b45c3ca06feb\", \"44c9c813-e0e2-493f-81bb-818bfe3dfcd4\"], \"total_duration\": 128.0, \"total_sessions\": 2, \"mean_week_duration\": 1.008}, \"68318\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-01-08 07:08:02.000000+00:00\", \"2020-05-08 08:30:45.000000+00:00\", \"2021-12-18 17:33:09.000000+00:00\"], \"session_ids\": [\"45c32dad-3f97-4b42-9234-2d0e31236617\", \"495a7bbe-7172-4ef8-8ff0-119e8e56de53\", \"6fb3892e-b119-451a-8b8f-df5a219999fb\"], \"total_duration\": 48.0, \"total_sessions\": 3, \"mean_week_duration\": 0.565}, \"45198\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-01-04 10:12:38.000000+00:00\", \"2022-08-03 20:39:50.000000+00:00\", \"2019-09-05 17:26:32.000000+00:00\"], \"session_ids\": [\"6f932c0a-a7b8-4ef4-88bc-5a36568f10c1\", \"7808ee3b-6788-4b4d-9d5a-a3cefc979674\", \"0c4ead32-a6d9-4533-9db3-ba2bf57d8417\"], \"total_duration\": 120.0, \"total_sessions\": 3, \"mean_week_duration\": 0.789}, \"87901\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-05-07 12:07:16.000000+00:00\", \"2022-11-26 12:45:01.000000+00:00\"], \"session_ids\": [\"9a2728fb-f6b0-4d59-9c8c-44665f790277\", \"d32c7b54-5aae-4635-8473-20ea8ea50c68\"], \"total_duration\": 218.0, \"total_sessions\": 2, \"mean_week_duration\": 7.517}, \"32013\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-04-30 15:09:59.000000+00:00\", \"2021-03-03 23:28:34.000000+00:00\", \"2021-01-10 19:21:51.000000+00:00\", \"2022-08-04 19:36:03.000000+00:00\", \"2020-01-29 02:49:30.000000+00:00\", \"2021-10-01 09:56:03.000000+00:00\", \"2023-02-07 14:14:03.000000+00:00\", \"2020-10-18 13:00:20.000000+00:00\", \"2020-01-21 08:57:43.000000+00:00\", \"2022-02-25 12:39:21.000000+00:00\"], \"session_ids\": [\"f4e94c47-b095-4148-810d-c408eea79a9b\", \"45e34652-1857-451b-a23a-a3338f2793b3\", \"da616ae9-390b-46c9-869b-91b1940e29ac\", \"9fa95fee-386a-4c42-8113-e718179bbeae\", \"1a8e13b7-4859-49f0-9778-80c5a89c5296\", \"16417dd0-c328-4793-9e8f-d8880cc90527\", \"ffae9f10-48a7-4a3a-a3eb-bc6f730004ef\", \"c750feaa-62c8-4c43-993b-184abc98f7b6\", \"4e53b91a-1b85-425f-abb9-239f2568a281\", \"e36eac87-3baf-48f6-80b7-e6f9eaa4fe54\"], \"total_duration\": 3356.0, \"total_sessions\": 10, \"mean_week_duration\": 21.107}, \"11372\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"San Jose\", \"datetimes\": [\"2020-04-21 19:01:26.000000+00:00\", \"2021-09-26 17:55:01.000000+00:00\", \"2022-09-25 14:19:16.000000+00:00\", \"2022-04-09 18:07:43.000000+00:00\"], \"session_ids\": [\"ac8f1240-5e54-4031-83b3-d4e3b72f8c80\", \"67d1e828-52ac-4edf-af73-72e964221bb0\", \"bd6a2019-11a4-41ff-b972-49ff3f97a934\", \"017c4cda-7ce5-42ab-9a26-2caf1ab582ea\"], \"total_duration\": 1262.0, \"total_sessions\": 4, \"mean_week_duration\": 9.937}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are equal or less than 1 and are greater than 31"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"<=\", \">\"]]}, \"all_values\": {\"mean_week_duration\": [[1, 31]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"9299\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-11-08 11:02:55.000000+00:00\", \"2020-12-28 09:55:32.000000+00:00\", \"2021-12-19 22:14:05.000000+00:00\"], \"session_ids\": [\"95d2187b-846d-4577-a402-35fa87563016\", \"598343e3-2fe1-429f-b611-94819bf893a1\", \"ee37735b-2390-4fce-a843-79efc91e381e\"], \"total_duration\": 35.0, \"total_sessions\": 3, \"mean_week_duration\": 0.315}, \"68318\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-01-08 07:08:02.000000+00:00\", \"2020-05-08 08:30:45.000000+00:00\", \"2021-12-18 17:33:09.000000+00:00\"], \"session_ids\": [\"45c32dad-3f97-4b42-9234-2d0e31236617\", \"495a7bbe-7172-4ef8-8ff0-119e8e56de53\", \"6fb3892e-b119-451a-8b8f-df5a219999fb\"], \"total_duration\": 48.0, \"total_sessions\": 3, \"mean_week_duration\": 0.565}, \"45198\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-01-04 10:12:38.000000+00:00\", \"2022-08-03 20:39:50.000000+00:00\", \"2019-09-05 17:26:32.000000+00:00\"], \"session_ids\": [\"6f932c0a-a7b8-4ef4-88bc-5a36568f10c1\", \"7808ee3b-6788-4b4d-9d5a-a3cefc979674\", \"0c4ead32-a6d9-4533-9db3-ba2bf57d8417\"], \"total_duration\": 120.0, \"total_sessions\": 3, \"mean_week_duration\": 0.789}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data by mean_week_duration attribute ascendingly"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"mean_week_duration\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"9299\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-11-08 11:02:55.000000+00:00\", \"2020-12-28 09:55:32.000000+00:00\", \"2021-12-19 22:14:05.000000+00:00\"], \"session_ids\": [\"95d2187b-846d-4577-a402-35fa87563016\", \"598343e3-2fe1-429f-b611-94819bf893a1\", \"ee37735b-2390-4fce-a843-79efc91e381e\"], \"total_duration\": 35.0, \"total_sessions\": 3, \"mean_week_duration\": 0.315}}, {\"68318\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-01-08 07:08:02.000000+00:00\", \"2020-05-08 08:30:45.000000+00:00\", \"2021-12-18 17:33:09.000000+00:00\"], \"session_ids\": [\"45c32dad-3f97-4b42-9234-2d0e31236617\", \"495a7bbe-7172-4ef8-8ff0-119e8e56de53\", \"6fb3892e-b119-451a-8b8f-df5a219999fb\"], \"total_duration\": 48.0, \"total_sessions\": 3, \"mean_week_duration\": 0.565}}, {\"45198\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2022-01-04 10:12:38.000000+00:00\", \"2022-08-03 20:39:50.000000+00:00\", \"2019-09-05 17:26:32.000000+00:00\"], \"session_ids\": [\"6f932c0a-a7b8-4ef4-88bc-5a36568f10c1\", \"7808ee3b-6788-4b4d-9d5a-a3cefc979674\", \"0c4ead32-a6d9-4533-9db3-ba2bf57d8417\"], \"total_duration\": 120.0, \"total_sessions\": 3, \"mean_week_duration\": 0.789}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 2 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 2, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"9299\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-11-08 11:02:55.000000+00:00\", \"2020-12-28 09:55:32.000000+00:00\", \"2021-12-19 22:14:05.000000+00:00\"], \"session_ids\": [\"95d2187b-846d-4577-a402-35fa87563016\", \"598343e3-2fe1-429f-b611-94819bf893a1\", \"ee37735b-2390-4fce-a843-79efc91e381e\"], \"total_duration\": 35.0, \"total_sessions\": 3, \"mean_week_duration\": 0.315}}, {\"68318\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-01-08 07:08:02.000000+00:00\", \"2020-05-08 08:30:45.000000+00:00\", \"2021-12-18 17:33:09.000000+00:00\"], \"session_ids\": [\"45c32dad-3f97-4b42-9234-2d0e31236617\", \"495a7bbe-7172-4ef8-8ff0-119e8e56de53\", \"6fb3892e-b119-451a-8b8f-df5a219999fb\"], \"total_duration\": 48.0, \"total_sessions\": 3, \"mean_week_duration\": 0.565}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"9299\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 2}, \"city_name\": \"Belize City\", \"datetimes\": [\"2019-11-08 11:02:55.000000+00:00\", \"2020-12-28 09:55:32.000000+00:00\", \"2021-12-19 22:14:05.000000+00:00\"], \"session_ids\": [\"95d2187b-846d-4577-a402-35fa87563016\", \"598343e3-2fe1-429f-b611-94819bf893a1\", \"ee37735b-2390-4fce-a843-79efc91e381e\"], \"total_duration\": 35.0, \"total_sessions\": 3, \"mean_week_duration\": 0.315}}, {\"68318\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2021-01-08 07:08:02.000000+00:00\", \"2020-05-08 08:30:45.000000+00:00\", \"2021-12-18 17:33:09.000000+00:00\"], \"session_ids\": [\"45c32dad-3f97-4b42-9234-2d0e31236617\", \"495a7bbe-7172-4ef8-8ff0-119e8e56de53\", \"6fb3892e-b119-451a-8b8f-df5a219999fb\"], \"total_duration\": 48.0, \"total_sessions\": 3, \"mean_week_duration\": 0.565}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Share insights on user who isn't an inhabitant of cities Budapest, Santiago, Bangkok, Athens as well as carry out sorting by overall total duration descendingly in addition show me only 3 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"6295\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-01-01 00:35:25.000000+00:00\", \"2019-11-30 00:41:21.000000+00:00\"], \"session_ids\": [\"d673ba9b-73e4-4262-a9cf-46f1d0b47cf4\", \"e90ffe60-a9e3-4d0d-a17f-662c4b2a646f\"], \"total_duration\": 311.0, \"total_sessions\": 2, \"mean_week_duration\": 5.456}, \"5483\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-11-01 23:16:07.000000+00:00\", \"2021-12-07 05:51:25.000000+00:00\"], \"session_ids\": [\"4eeede19-119d-4537-b8b8-db6ada9c817a\", \"3c8f44ba-37bb-4e04-a430-5f61838a81b8\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 25.0}, \"92472\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-10-31 06:06:42.000000+00:00\", \"2020-11-17 04:28:55.000000+00:00\", \"2020-07-16 14:42:37.000000+00:00\", \"2020-01-18 09:15:44.000000+00:00\"], \"session_ids\": [\"f2c06006-6942-4c7e-8a7a-9d1d2cb01431\", \"957a6196-72bd-4351-b9e5-2b6fcffce408\", \"cd7db4a2-70c6-4d8a-9d13-f1f44b0d1606\", \"31e8e2e5-462e-448e-9a93-2e79e3053686\"], \"total_duration\": 41.0, \"total_sessions\": 4, \"mean_week_duration\": 0.281}, \"19932\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-06-08 18:34:31.000000+00:00\", \"2019-04-27 22:16:56.000000+00:00\", \"2019-01-21 01:43:58.000000+00:00\"], \"session_ids\": [\"7be034ff-0ce1-41fc-a208-b11bda111192\", \"cb538e0e-8656-4c68-8f44-39edaa748629\", \"716da528-2bd8-4f5f-ba17-3d203aeec6c6\"], \"total_duration\": 237.0, \"total_sessions\": 3, \"mean_week_duration\": 3.292}, \"52233\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-11-28 03:02:03.000000+00:00\", \"2022-09-06 23:43:29.000000+00:00\"], \"session_ids\": [\"22de041a-ee08-4aca-9a28-47f67f948652\", \"1de89496-d6b7-482d-b185-ab224a43b844\"], \"total_duration\": 198.0, \"total_sessions\": 2, \"mean_week_duration\": 4.829}, \"18534\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-03-21 13:48:24.000000+00:00\", \"2021-08-27 13:25:16.000000+00:00\"], \"session_ids\": [\"6a9c1276-a6f3-42f5-b092-be0928a72546\", \"38986c8b-d1ca-430d-861f-a69f979d408e\"], \"total_duration\": 369.0, \"total_sessions\": 2, \"mean_week_duration\": 16.043}, \"65421\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-03-13 20:28:01.000000+00:00\", \"2022-12-02 01:12:01.000000+00:00\"], \"session_ids\": [\"436e0e22-5064-4f41-94fa-b8e979b7f1a4\", \"f9866d85-4cf8-48e9-9afd-5d2d5ad5f3d4\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 4.178}, \"71433\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-10-06 00:59:02.000000+00:00\", \"2022-08-17 04:25:45.000000+00:00\", \"2021-07-20 04:18:53.000000+00:00\"], \"session_ids\": [\"b2a24422-9bf0-4d7d-9c1e-375e5434059d\", \"fbebaa97-f31a-4aea-b6b5-46dcc2160cee\", \"fbe55391-9232-4c80-895d-3e00232d1746\"], \"total_duration\": 127.0, \"total_sessions\": 3, \"mean_week_duration\": 1.296}, \"76419\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-08-16 14:55:21.000000+00:00\", \"2021-12-24 17:39:03.000000+00:00\"], \"session_ids\": [\"ce762fab-5b35-4c4c-aaa6-9e87eb3609d5\", \"0ed9009d-a33e-4c63-ab0b-46ac791a7692\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 1.088}, \"73575\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6}, \"city_name\": \"Toronto\", \"datetimes\": [\"2021-04-04 15:34:53.000000+00:00\", \"2019-10-02 10:58:22.000000+00:00\", \"2021-04-20 00:15:09.000000+00:00\"], \"session_ids\": [\"88f6a424-0512-4b2e-847f-9414e4fd200f\", \"cafc784a-bdd9-41e3-b6fa-5fbaff16bf9b\", \"1680e4f9-5ede-44fd-92ac-cacc26d31af0\"], \"total_duration\": 80.0, \"total_sessions\": 3, \"mean_week_duration\": 0.988}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name are not Budapest, Santiago, Bangkok, Athens"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\", \"!=\", \"!=\", \"!=\"]]}, \"all_values\": {\"city_name\": [[\"Budapest\", \"Santiago\", \"Bangkok\", \"Athens\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"6295\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-01-01 00:35:25.000000+00:00\", \"2019-11-30 00:41:21.000000+00:00\"], \"session_ids\": [\"d673ba9b-73e4-4262-a9cf-46f1d0b47cf4\", \"e90ffe60-a9e3-4d0d-a17f-662c4b2a646f\"], \"total_duration\": 311.0, \"total_sessions\": 2, \"mean_week_duration\": 5.456}, \"5483\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-11-01 23:16:07.000000+00:00\", \"2021-12-07 05:51:25.000000+00:00\"], \"session_ids\": [\"4eeede19-119d-4537-b8b8-db6ada9c817a\", \"3c8f44ba-37bb-4e04-a430-5f61838a81b8\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 25.0}, \"92472\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-10-31 06:06:42.000000+00:00\", \"2020-11-17 04:28:55.000000+00:00\", \"2020-07-16 14:42:37.000000+00:00\", \"2020-01-18 09:15:44.000000+00:00\"], \"session_ids\": [\"f2c06006-6942-4c7e-8a7a-9d1d2cb01431\", \"957a6196-72bd-4351-b9e5-2b6fcffce408\", \"cd7db4a2-70c6-4d8a-9d13-f1f44b0d1606\", \"31e8e2e5-462e-448e-9a93-2e79e3053686\"], \"total_duration\": 41.0, \"total_sessions\": 4, \"mean_week_duration\": 0.281}, \"19932\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-06-08 18:34:31.000000+00:00\", \"2019-04-27 22:16:56.000000+00:00\", \"2019-01-21 01:43:58.000000+00:00\"], \"session_ids\": [\"7be034ff-0ce1-41fc-a208-b11bda111192\", \"cb538e0e-8656-4c68-8f44-39edaa748629\", \"716da528-2bd8-4f5f-ba17-3d203aeec6c6\"], \"total_duration\": 237.0, \"total_sessions\": 3, \"mean_week_duration\": 3.292}, \"52233\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-11-28 03:02:03.000000+00:00\", \"2022-09-06 23:43:29.000000+00:00\"], \"session_ids\": [\"22de041a-ee08-4aca-9a28-47f67f948652\", \"1de89496-d6b7-482d-b185-ab224a43b844\"], \"total_duration\": 198.0, \"total_sessions\": 2, \"mean_week_duration\": 4.829}, \"18534\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-03-21 13:48:24.000000+00:00\", \"2021-08-27 13:25:16.000000+00:00\"], \"session_ids\": [\"6a9c1276-a6f3-42f5-b092-be0928a72546\", \"38986c8b-d1ca-430d-861f-a69f979d408e\"], \"total_duration\": 369.0, \"total_sessions\": 2, \"mean_week_duration\": 16.043}, \"65421\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-03-13 20:28:01.000000+00:00\", \"2022-12-02 01:12:01.000000+00:00\"], \"session_ids\": [\"436e0e22-5064-4f41-94fa-b8e979b7f1a4\", \"f9866d85-4cf8-48e9-9afd-5d2d5ad5f3d4\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 4.178}, \"71433\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-10-06 00:59:02.000000+00:00\", \"2022-08-17 04:25:45.000000+00:00\", \"2021-07-20 04:18:53.000000+00:00\"], \"session_ids\": [\"b2a24422-9bf0-4d7d-9c1e-375e5434059d\", \"fbebaa97-f31a-4aea-b6b5-46dcc2160cee\", \"fbe55391-9232-4c80-895d-3e00232d1746\"], \"total_duration\": 127.0, \"total_sessions\": 3, \"mean_week_duration\": 1.296}, \"76419\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-08-16 14:55:21.000000+00:00\", \"2021-12-24 17:39:03.000000+00:00\"], \"session_ids\": [\"ce762fab-5b35-4c4c-aaa6-9e87eb3609d5\", \"0ed9009d-a33e-4c63-ab0b-46ac791a7692\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 1.088}, \"73575\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6}, \"city_name\": \"Toronto\", \"datetimes\": [\"2021-04-04 15:34:53.000000+00:00\", \"2019-10-02 10:58:22.000000+00:00\", \"2021-04-20 00:15:09.000000+00:00\"], \"session_ids\": [\"88f6a424-0512-4b2e-847f-9414e4fd200f\", \"cafc784a-bdd9-41e3-b6fa-5fbaff16bf9b\", \"1680e4f9-5ede-44fd-92ac-cacc26d31af0\"], \"total_duration\": 80.0, \"total_sessions\": 3, \"mean_week_duration\": 0.988}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to sort the data descendingly by total_duration"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"total_duration\", \"sort_descending\": true}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"65421\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-03-13 20:28:01.000000+00:00\", \"2022-12-02 01:12:01.000000+00:00\"], \"session_ids\": [\"436e0e22-5064-4f41-94fa-b8e979b7f1a4\", \"f9866d85-4cf8-48e9-9afd-5d2d5ad5f3d4\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 4.178}}, {\"18534\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-03-21 13:48:24.000000+00:00\", \"2021-08-27 13:25:16.000000+00:00\"], \"session_ids\": [\"6a9c1276-a6f3-42f5-b092-be0928a72546\", \"38986c8b-d1ca-430d-861f-a69f979d408e\"], \"total_duration\": 369.0, \"total_sessions\": 2, \"mean_week_duration\": 16.043}}, {\"6295\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-01-01 00:35:25.000000+00:00\", \"2019-11-30 00:41:21.000000+00:00\"], \"session_ids\": [\"d673ba9b-73e4-4262-a9cf-46f1d0b47cf4\", \"e90ffe60-a9e3-4d0d-a17f-662c4b2a646f\"], \"total_duration\": 311.0, \"total_sessions\": 2, \"mean_week_duration\": 5.456}}, {\"19932\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1, \"Play Game Flow\": 3}, \"city_name\": \"Prague\", \"datetimes\": [\"2020-06-08 18:34:31.000000+00:00\", \"2019-04-27 22:16:56.000000+00:00\", \"2019-01-21 01:43:58.000000+00:00\"], \"session_ids\": [\"7be034ff-0ce1-41fc-a208-b11bda111192\", \"cb538e0e-8656-4c68-8f44-39edaa748629\", \"716da528-2bd8-4f5f-ba17-3d203aeec6c6\"], \"total_duration\": 237.0, \"total_sessions\": 3, \"mean_week_duration\": 3.292}}, {\"52233\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-11-28 03:02:03.000000+00:00\", \"2022-09-06 23:43:29.000000+00:00\"], \"session_ids\": [\"22de041a-ee08-4aca-9a28-47f67f948652\", \"1de89496-d6b7-482d-b185-ab224a43b844\"], \"total_duration\": 198.0, \"total_sessions\": 2, \"mean_week_duration\": 4.829}}, {\"71433\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2020-10-06 00:59:02.000000+00:00\", \"2022-08-17 04:25:45.000000+00:00\", \"2021-07-20 04:18:53.000000+00:00\"], \"session_ids\": [\"b2a24422-9bf0-4d7d-9c1e-375e5434059d\", \"fbebaa97-f31a-4aea-b6b5-46dcc2160cee\", \"fbe55391-9232-4c80-895d-3e00232d1746\"], \"total_duration\": 127.0, \"total_sessions\": 3, \"mean_week_duration\": 1.296}}, {\"5483\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2021-11-01 23:16:07.000000+00:00\", \"2021-12-07 05:51:25.000000+00:00\"], \"session_ids\": [\"4eeede19-119d-4537-b8b8-db6ada9c817a\", \"3c8f44ba-37bb-4e04-a430-5f61838a81b8\"], \"total_duration\": 125.0, \"total_sessions\": 2, \"mean_week_duration\": 25.0}}, {\"73575\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 6}, \"city_name\": \"Toronto\", \"datetimes\": [\"2021-04-04 15:34:53.000000+00:00\", \"2019-10-02 10:58:22.000000+00:00\", \"2021-04-20 00:15:09.000000+00:00\"], \"session_ids\": [\"88f6a424-0512-4b2e-847f-9414e4fd200f\", \"cafc784a-bdd9-41e3-b6fa-5fbaff16bf9b\", \"1680e4f9-5ede-44fd-92ac-cacc26d31af0\"], \"total_duration\": 80.0, \"total_sessions\": 3, \"mean_week_duration\": 0.988}}, {\"92472\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Bogota\", \"datetimes\": [\"2022-10-31 06:06:42.000000+00:00\", \"2020-11-17 04:28:55.000000+00:00\", \"2020-07-16 14:42:37.000000+00:00\", \"2020-01-18 09:15:44.000000+00:00\"], \"session_ids\": [\"f2c06006-6942-4c7e-8a7a-9d1d2cb01431\", \"957a6196-72bd-4351-b9e5-2b6fcffce408\", \"cd7db4a2-70c6-4d8a-9d13-f1f44b0d1606\", \"31e8e2e5-462e-448e-9a93-2e79e3053686\"], \"total_duration\": 41.0, \"total_sessions\": 4, \"mean_week_duration\": 0.281}}, {\"76419\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 3}, \"city_name\": \"Quito\", \"datetimes\": [\"2022-08-16 14:55:21.000000+00:00\", \"2021-12-24 17:39:03.000000+00:00\"], \"session_ids\": [\"ce762fab-5b35-4c4c-aaa6-9e87eb3609d5\", \"0ed9009d-a33e-4c63-ab0b-46ac791a7692\"], \"total_duration\": 37.0, \"total_sessions\": 2, \"mean_week_duration\": 1.088}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to filter and keep only 3 entries, discarding the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"65421\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-03-13 20:28:01.000000+00:00\", \"2022-12-02 01:12:01.000000+00:00\"], \"session_ids\": [\"436e0e22-5064-4f41-94fa-b8e979b7f1a4\", \"f9866d85-4cf8-48e9-9afd-5d2d5ad5f3d4\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 4.178}}, {\"18534\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-03-21 13:48:24.000000+00:00\", \"2021-08-27 13:25:16.000000+00:00\"], \"session_ids\": [\"6a9c1276-a6f3-42f5-b092-be0928a72546\", \"38986c8b-d1ca-430d-861f-a69f979d408e\"], \"total_duration\": 369.0, \"total_sessions\": 2, \"mean_week_duration\": 16.043}}, {\"6295\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-01-01 00:35:25.000000+00:00\", \"2019-11-30 00:41:21.000000+00:00\"], \"session_ids\": [\"d673ba9b-73e4-4262-a9cf-46f1d0b47cf4\", \"e90ffe60-a9e3-4d0d-a17f-662c4b2a646f\"], \"total_duration\": 311.0, \"total_sessions\": 2, \"mean_week_duration\": 5.456}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to finish my work on that task and send the data to the requester."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"65421\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2021-03-13 20:28:01.000000+00:00\", \"2022-12-02 01:12:01.000000+00:00\"], \"session_ids\": [\"436e0e22-5064-4f41-94fa-b8e979b7f1a4\", \"f9866d85-4cf8-48e9-9afd-5d2d5ad5f3d4\"], \"total_duration\": 376.0, \"total_sessions\": 2, \"mean_week_duration\": 4.178}}, {\"18534\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3}, \"city_name\": \"Havana\", \"datetimes\": [\"2021-03-21 13:48:24.000000+00:00\", \"2021-08-27 13:25:16.000000+00:00\"], \"session_ids\": [\"6a9c1276-a6f3-42f5-b092-be0928a72546\", \"38986c8b-d1ca-430d-861f-a69f979d408e\"], \"total_duration\": 369.0, \"total_sessions\": 2, \"mean_week_duration\": 16.043}}, {\"6295\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-01-01 00:35:25.000000+00:00\", \"2019-11-30 00:41:21.000000+00:00\"], \"session_ids\": [\"d673ba9b-73e4-4262-a9cf-46f1d0b47cf4\", \"e90ffe60-a9e3-4d0d-a17f-662c4b2a646f\"], \"total_duration\": 311.0, \"total_sessions\": 2, \"mean_week_duration\": 5.456}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Can you give me information regarding 8 users who aren't inhabitants of city London also apply sorting by town naming in ascending order additionaly show me only 3 records."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"35869\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-01 14:43:40.000000+00:00\", \"2022-07-17 22:07:50.000000+00:00\", \"2022-12-18 01:46:44.000000+00:00\", \"2022-10-19 09:49:55.000000+00:00\", \"2020-01-16 03:29:52.000000+00:00\", \"2022-12-23 04:40:44.000000+00:00\"], \"session_ids\": [\"9ee703da-975a-47b0-b286-6db174d14da2\", \"f2858328-dfd9-4f35-b859-d8aa796bb1a1\", \"10dfc56c-e9c5-4a4b-807c-a96251b2ac7e\", \"a214fe52-c224-4048-b775-19a0174b35c7\", \"269979c1-4b8d-4ae6-a69e-c552fbaa14cd\", \"bc70dffe-b843-47fd-85fb-11f5e71e7ac0\"], \"total_duration\": 2105.0, \"total_sessions\": 6, \"mean_week_duration\": 13.669}, \"80625\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-03-08 17:20:53.000000+00:00\", \"2021-10-31 07:24:39.000000+00:00\", \"2019-06-22 12:39:33.000000+00:00\", \"2020-11-11 23:53:43.000000+00:00\"], \"session_ids\": [\"422479ee-e051-4d4b-ae14-a73f5ad4e8d7\", \"5e4a9d43-6b76-4d31-b079-9fd399b4090d\", \"572bdad1-b94c-47a3-a415-6612339577e2\", \"4a6ff12a-8045-4696-bf8b-d95e7e498f9d\"], \"total_duration\": 1517.0, \"total_sessions\": 4, \"mean_week_duration\": 12.333}, \"23779\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-04-03 20:36:51.000000+00:00\", \"2022-02-14 15:15:53.000000+00:00\", \"2019-08-24 04:55:16.000000+00:00\", \"2021-05-10 00:17:44.000000+00:00\", \"2022-09-14 04:22:41.000000+00:00\"], \"session_ids\": [\"9a9da14b-8166-4c80-9e5d-9668a20b7ba3\", \"d14ae118-10bd-46da-9324-0cf4cfff8685\", \"1be49dc0-0057-4196-a790-fa4527a89ad0\", \"bbc6f61b-4ed0-433a-a2c2-9915f283b69b\", \"91627446-b21b-4bbd-bca6-fb63d98c7d25\"], \"total_duration\": 317.0, \"total_sessions\": 5, \"mean_week_duration\": 1.981}, \"53638\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Toronto\", \"datetimes\": [\"2021-12-28 00:02:07.000000+00:00\", \"2022-10-03 04:55:54.000000+00:00\"], \"session_ids\": [\"bd1e176c-2358-45d2-9308-798233ad1d09\", \"9c12b0d5-ad76-4ac6-a451-b8a19854477b\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 1.3}, \"38242\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-11-29 03:44:20.000000+00:00\", \"2019-01-20 17:13:58.000000+00:00\"], \"session_ids\": [\"32d86dfe-3ca8-4cf9-9d0d-17ab95198121\", \"4fb7e868-181a-4094-8c50-11f7fad39f83\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 0.852}, \"10011\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-03-04 11:05:20.000000+00:00\", \"2020-07-03 12:02:42.000000+00:00\"], \"session_ids\": [\"6a75b720-214e-4149-af11-0d25a9488d6b\", \"8af52dc0-b772-4bff-9570-0f16ff1e33d6\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 6.556}, \"58885\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-12-18 19:16:16.000000+00:00\", \"2019-11-01 17:10:31.000000+00:00\", \"2019-11-05 09:19:27.000000+00:00\", \"2022-12-24 19:29:56.000000+00:00\", \"2021-04-03 01:32:07.000000+00:00\"], \"session_ids\": [\"a00ac9a0-0659-45fe-a576-5cbe17005143\", \"3707253e-32ee-4a67-bb2b-866642c6c982\", \"05263ffe-7ec0-4f92-aa2f-8d7e0ee01d0f\", \"49d8515b-617f-4fd8-892d-5d1c662f8f5e\", \"22f0bc15-fea5-4ca4-a02c-5fedf705414e\"], \"total_duration\": 158.0, \"total_sessions\": 5, \"mean_week_duration\": 0.958}, \"45043\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-10-22 21:08:13.000000+00:00\", \"2020-06-28 08:49:15.000000+00:00\"], \"session_ids\": [\"a4c66694-9b0c-480d-bf06-6ae2405c0e1e\", \"3cd789ee-a212-48f5-b2a6-84201263381d\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 5.806}, \"34186\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-01-20 01:57:55.000000+00:00\", \"2023-04-08 18:34:08.000000+00:00\"], \"session_ids\": [\"252fd8be-dc19-4626-a28a-e726fe51cd7a\", \"3655f0ef-a3d1-4a6e-9d71-7fdc1631a1ce\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.113}, \"83836\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-01-07 20:50:22.000000+00:00\", \"2022-05-14 02:58:58.000000+00:00\", \"2020-01-01 04:43:02.000000+00:00\", \"2020-07-08 15:53:14.000000+00:00\"], \"session_ids\": [\"8e97208f-03c9-42d3-9564-920443b0d3d6\", \"29197cc3-546f-4005-899e-2ed7cd46422f\", \"51015300-4ff9-46ef-8c8a-3de08d6c16cf\", \"eb3b5ff5-3b5e-4837-8b44-5949dcb272b5\"], \"total_duration\": 844.0, \"total_sessions\": 4, \"mean_week_duration\": 6.806}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's city_name is not London"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"city_name\": [[\"!=\"]]}, \"all_values\": {\"city_name\": [[\"London\"]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"35869\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-01 14:43:40.000000+00:00\", \"2022-07-17 22:07:50.000000+00:00\", \"2022-12-18 01:46:44.000000+00:00\", \"2022-10-19 09:49:55.000000+00:00\", \"2020-01-16 03:29:52.000000+00:00\", \"2022-12-23 04:40:44.000000+00:00\"], \"session_ids\": [\"9ee703da-975a-47b0-b286-6db174d14da2\", \"f2858328-dfd9-4f35-b859-d8aa796bb1a1\", \"10dfc56c-e9c5-4a4b-807c-a96251b2ac7e\", \"a214fe52-c224-4048-b775-19a0174b35c7\", \"269979c1-4b8d-4ae6-a69e-c552fbaa14cd\", \"bc70dffe-b843-47fd-85fb-11f5e71e7ac0\"], \"total_duration\": 2105.0, \"total_sessions\": 6, \"mean_week_duration\": 13.669}, \"80625\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-03-08 17:20:53.000000+00:00\", \"2021-10-31 07:24:39.000000+00:00\", \"2019-06-22 12:39:33.000000+00:00\", \"2020-11-11 23:53:43.000000+00:00\"], \"session_ids\": [\"422479ee-e051-4d4b-ae14-a73f5ad4e8d7\", \"5e4a9d43-6b76-4d31-b079-9fd399b4090d\", \"572bdad1-b94c-47a3-a415-6612339577e2\", \"4a6ff12a-8045-4696-bf8b-d95e7e498f9d\"], \"total_duration\": 1517.0, \"total_sessions\": 4, \"mean_week_duration\": 12.333}, \"23779\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-04-03 20:36:51.000000+00:00\", \"2022-02-14 15:15:53.000000+00:00\", \"2019-08-24 04:55:16.000000+00:00\", \"2021-05-10 00:17:44.000000+00:00\", \"2022-09-14 04:22:41.000000+00:00\"], \"session_ids\": [\"9a9da14b-8166-4c80-9e5d-9668a20b7ba3\", \"d14ae118-10bd-46da-9324-0cf4cfff8685\", \"1be49dc0-0057-4196-a790-fa4527a89ad0\", \"bbc6f61b-4ed0-433a-a2c2-9915f283b69b\", \"91627446-b21b-4bbd-bca6-fb63d98c7d25\"], \"total_duration\": 317.0, \"total_sessions\": 5, \"mean_week_duration\": 1.981}, \"53638\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Toronto\", \"datetimes\": [\"2021-12-28 00:02:07.000000+00:00\", \"2022-10-03 04:55:54.000000+00:00\"], \"session_ids\": [\"bd1e176c-2358-45d2-9308-798233ad1d09\", \"9c12b0d5-ad76-4ac6-a451-b8a19854477b\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 1.3}, \"38242\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-11-29 03:44:20.000000+00:00\", \"2019-01-20 17:13:58.000000+00:00\"], \"session_ids\": [\"32d86dfe-3ca8-4cf9-9d0d-17ab95198121\", \"4fb7e868-181a-4094-8c50-11f7fad39f83\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 0.852}, \"10011\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-03-04 11:05:20.000000+00:00\", \"2020-07-03 12:02:42.000000+00:00\"], \"session_ids\": [\"6a75b720-214e-4149-af11-0d25a9488d6b\", \"8af52dc0-b772-4bff-9570-0f16ff1e33d6\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 6.556}, \"58885\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-12-18 19:16:16.000000+00:00\", \"2019-11-01 17:10:31.000000+00:00\", \"2019-11-05 09:19:27.000000+00:00\", \"2022-12-24 19:29:56.000000+00:00\", \"2021-04-03 01:32:07.000000+00:00\"], \"session_ids\": [\"a00ac9a0-0659-45fe-a576-5cbe17005143\", \"3707253e-32ee-4a67-bb2b-866642c6c982\", \"05263ffe-7ec0-4f92-aa2f-8d7e0ee01d0f\", \"49d8515b-617f-4fd8-892d-5d1c662f8f5e\", \"22f0bc15-fea5-4ca4-a02c-5fedf705414e\"], \"total_duration\": 158.0, \"total_sessions\": 5, \"mean_week_duration\": 0.958}, \"45043\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-10-22 21:08:13.000000+00:00\", \"2020-06-28 08:49:15.000000+00:00\"], \"session_ids\": [\"a4c66694-9b0c-480d-bf06-6ae2405c0e1e\", \"3cd789ee-a212-48f5-b2a6-84201263381d\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 5.806}, \"34186\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-01-20 01:57:55.000000+00:00\", \"2023-04-08 18:34:08.000000+00:00\"], \"session_ids\": [\"252fd8be-dc19-4626-a28a-e726fe51cd7a\", \"3655f0ef-a3d1-4a6e-9d71-7fdc1631a1ce\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.113}, \"83836\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-01-07 20:50:22.000000+00:00\", \"2022-05-14 02:58:58.000000+00:00\", \"2020-01-01 04:43:02.000000+00:00\", \"2020-07-08 15:53:14.000000+00:00\"], \"session_ids\": [\"8e97208f-03c9-42d3-9564-920443b0d3d6\", \"29197cc3-546f-4005-899e-2ed7cd46422f\", \"51015300-4ff9-46ef-8c8a-3de08d6c16cf\", \"eb3b5ff5-3b5e-4837-8b44-5949dcb272b5\"], \"total_duration\": 844.0, \"total_sessions\": 4, \"mean_week_duration\": 6.806}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I have to organize the data ascendingly according to city_name attribute."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"sort_by\", \"arguments\": {\"sort_by\": \"city_name\", \"sort_descending\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"23779\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-04-03 20:36:51.000000+00:00\", \"2022-02-14 15:15:53.000000+00:00\", \"2019-08-24 04:55:16.000000+00:00\", \"2021-05-10 00:17:44.000000+00:00\", \"2022-09-14 04:22:41.000000+00:00\"], \"session_ids\": [\"9a9da14b-8166-4c80-9e5d-9668a20b7ba3\", \"d14ae118-10bd-46da-9324-0cf4cfff8685\", \"1be49dc0-0057-4196-a790-fa4527a89ad0\", \"bbc6f61b-4ed0-433a-a2c2-9915f283b69b\", \"91627446-b21b-4bbd-bca6-fb63d98c7d25\"], \"total_duration\": 317.0, \"total_sessions\": 5, \"mean_week_duration\": 1.981}}, {\"38242\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-11-29 03:44:20.000000+00:00\", \"2019-01-20 17:13:58.000000+00:00\"], \"session_ids\": [\"32d86dfe-3ca8-4cf9-9d0d-17ab95198121\", \"4fb7e868-181a-4094-8c50-11f7fad39f83\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 0.852}}, {\"34186\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-01-20 01:57:55.000000+00:00\", \"2023-04-08 18:34:08.000000+00:00\"], \"session_ids\": [\"252fd8be-dc19-4626-a28a-e726fe51cd7a\", \"3655f0ef-a3d1-4a6e-9d71-7fdc1631a1ce\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.113}}, {\"80625\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2020-03-08 17:20:53.000000+00:00\", \"2021-10-31 07:24:39.000000+00:00\", \"2019-06-22 12:39:33.000000+00:00\", \"2020-11-11 23:53:43.000000+00:00\"], \"session_ids\": [\"422479ee-e051-4d4b-ae14-a73f5ad4e8d7\", \"5e4a9d43-6b76-4d31-b079-9fd399b4090d\", \"572bdad1-b94c-47a3-a415-6612339577e2\", \"4a6ff12a-8045-4696-bf8b-d95e7e498f9d\"], \"total_duration\": 1517.0, \"total_sessions\": 4, \"mean_week_duration\": 12.333}}, {\"83836\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-01-07 20:50:22.000000+00:00\", \"2022-05-14 02:58:58.000000+00:00\", \"2020-01-01 04:43:02.000000+00:00\", \"2020-07-08 15:53:14.000000+00:00\"], \"session_ids\": [\"8e97208f-03c9-42d3-9564-920443b0d3d6\", \"29197cc3-546f-4005-899e-2ed7cd46422f\", \"51015300-4ff9-46ef-8c8a-3de08d6c16cf\", \"eb3b5ff5-3b5e-4837-8b44-5949dcb272b5\"], \"total_duration\": 844.0, \"total_sessions\": 4, \"mean_week_duration\": 6.806}}, {\"58885\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 4, \"Play Game Flow\": 4, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-12-18 19:16:16.000000+00:00\", \"2019-11-01 17:10:31.000000+00:00\", \"2019-11-05 09:19:27.000000+00:00\", \"2022-12-24 19:29:56.000000+00:00\", \"2021-04-03 01:32:07.000000+00:00\"], \"session_ids\": [\"a00ac9a0-0659-45fe-a576-5cbe17005143\", \"3707253e-32ee-4a67-bb2b-866642c6c982\", \"05263ffe-7ec0-4f92-aa2f-8d7e0ee01d0f\", \"49d8515b-617f-4fd8-892d-5d1c662f8f5e\", \"22f0bc15-fea5-4ca4-a02c-5fedf705414e\"], \"total_duration\": 158.0, \"total_sessions\": 5, \"mean_week_duration\": 0.958}}, {\"35869\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 1, \"Fallout Flow\": 2}, \"city_name\": \"San Pedro\", \"datetimes\": [\"2022-09-01 14:43:40.000000+00:00\", \"2022-07-17 22:07:50.000000+00:00\", \"2022-12-18 01:46:44.000000+00:00\", \"2022-10-19 09:49:55.000000+00:00\", \"2020-01-16 03:29:52.000000+00:00\", \"2022-12-23 04:40:44.000000+00:00\"], \"session_ids\": [\"9ee703da-975a-47b0-b286-6db174d14da2\", \"f2858328-dfd9-4f35-b859-d8aa796bb1a1\", \"10dfc56c-e9c5-4a4b-807c-a96251b2ac7e\", \"a214fe52-c224-4048-b775-19a0174b35c7\", \"269979c1-4b8d-4ae6-a69e-c552fbaa14cd\", \"bc70dffe-b843-47fd-85fb-11f5e71e7ac0\"], \"total_duration\": 2105.0, \"total_sessions\": 6, \"mean_week_duration\": 13.669}}, {\"10011\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3, \"Settings Flow\": 1}, \"city_name\": \"Santiago\", \"datetimes\": [\"2020-03-04 11:05:20.000000+00:00\", \"2020-07-03 12:02:42.000000+00:00\"], \"session_ids\": [\"6a75b720-214e-4149-af11-0d25a9488d6b\", \"8af52dc0-b772-4bff-9570-0f16ff1e33d6\"], \"total_duration\": 118.0, \"total_sessions\": 2, \"mean_week_duration\": 6.556}}, {\"45043\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2}, \"city_name\": \"Santiago\", \"datetimes\": [\"2019-10-22 21:08:13.000000+00:00\", \"2020-06-28 08:49:15.000000+00:00\"], \"session_ids\": [\"a4c66694-9b0c-480d-bf06-6ae2405c0e1e\", \"3cd789ee-a212-48f5-b2a6-84201263381d\"], \"total_duration\": 209.0, \"total_sessions\": 2, \"mean_week_duration\": 5.806}}, {\"53638\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Toronto\", \"datetimes\": [\"2021-12-28 00:02:07.000000+00:00\", \"2022-10-03 04:55:54.000000+00:00\"], \"session_ids\": [\"bd1e176c-2358-45d2-9308-798233ad1d09\", \"9c12b0d5-ad76-4ac6-a451-b8a19854477b\"], \"total_duration\": 52.0, \"total_sessions\": 2, \"mean_week_duration\": 1.3}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to remain only 3 entries and exclude the rest of the data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"cut_data\", \"arguments\": {\"keep_param\": 3, \"random_selection\": false}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"23779\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-04-03 20:36:51.000000+00:00\", \"2022-02-14 15:15:53.000000+00:00\", \"2019-08-24 04:55:16.000000+00:00\", \"2021-05-10 00:17:44.000000+00:00\", \"2022-09-14 04:22:41.000000+00:00\"], \"session_ids\": [\"9a9da14b-8166-4c80-9e5d-9668a20b7ba3\", \"d14ae118-10bd-46da-9324-0cf4cfff8685\", \"1be49dc0-0057-4196-a790-fa4527a89ad0\", \"bbc6f61b-4ed0-433a-a2c2-9915f283b69b\", \"91627446-b21b-4bbd-bca6-fb63d98c7d25\"], \"total_duration\": 317.0, \"total_sessions\": 5, \"mean_week_duration\": 1.981}}, {\"38242\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-11-29 03:44:20.000000+00:00\", \"2019-01-20 17:13:58.000000+00:00\"], \"session_ids\": [\"32d86dfe-3ca8-4cf9-9d0d-17ab95198121\", \"4fb7e868-181a-4094-8c50-11f7fad39f83\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 0.852}}, {\"34186\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-01-20 01:57:55.000000+00:00\", \"2023-04-08 18:34:08.000000+00:00\"], \"session_ids\": [\"252fd8be-dc19-4626-a28a-e726fe51cd7a\", \"3655f0ef-a3d1-4a6e-9d71-7fdc1631a1ce\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.113}}]\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to close out that task and provide the requester with the obtained data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n[{\"23779\": {\"keyflows\": {\"Sign In Flow\": 9, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Dublin\", \"datetimes\": [\"2021-04-03 20:36:51.000000+00:00\", \"2022-02-14 15:15:53.000000+00:00\", \"2019-08-24 04:55:16.000000+00:00\", \"2021-05-10 00:17:44.000000+00:00\", \"2022-09-14 04:22:41.000000+00:00\"], \"session_ids\": [\"9a9da14b-8166-4c80-9e5d-9668a20b7ba3\", \"d14ae118-10bd-46da-9324-0cf4cfff8685\", \"1be49dc0-0057-4196-a790-fa4527a89ad0\", \"bbc6f61b-4ed0-433a-a2c2-9915f283b69b\", \"91627446-b21b-4bbd-bca6-fb63d98c7d25\"], \"total_duration\": 317.0, \"total_sessions\": 5, \"mean_week_duration\": 1.981}}, {\"38242\": {\"keyflows\": {\"Sign In Flow\": 6, \"Registration Flow\": 1, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2021-11-29 03:44:20.000000+00:00\", \"2019-01-20 17:13:58.000000+00:00\"], \"session_ids\": [\"32d86dfe-3ca8-4cf9-9d0d-17ab95198121\", \"4fb7e868-181a-4094-8c50-11f7fad39f83\"], \"total_duration\": 127.0, \"total_sessions\": 2, \"mean_week_duration\": 0.852}}, {\"34186\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2}, \"city_name\": \"Johannesburg\", \"datetimes\": [\"2020-01-20 01:57:55.000000+00:00\", \"2023-04-08 18:34:08.000000+00:00\"], \"session_ids\": [\"252fd8be-dc19-4626-a28a-e726fe51cd7a\", \"3655f0ef-a3d1-4a6e-9d71-7fdc1631a1ce\"], \"total_duration\": 19.0, \"total_sessions\": 2, \"mean_week_duration\": 0.113}}]\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Tell me about users with a sessions count that is higher than 5 and lower than 8, exclusive 5 inclusive 8 additionaly perform sorting by average_week_duration risingly."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"74438\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 6, \"Add Friends Flow\": 3, \"Settings Flow\": 2}, \"city_name\": \"Kingston\", \"datetimes\": [\"2019-05-09 14:43:04.000000+00:00\", \"2020-11-30 04:52:13.000000+00:00\"], \"session_ids\": [\"a5dd7046-bfdf-43a9-aafe-2410a2a670a0\", \"9a500a5d-b34f-4c9c-8022-cd0f8cd001c1\"], \"total_duration\": 114.0, \"total_sessions\": 2, \"mean_week_duration\": 1.39}, \"34676\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-01-12 18:58:09.000000+00:00\", \"2019-01-03 10:36:22.000000+00:00\"], \"session_ids\": [\"700ccce4-3fa4-4632-86ff-5b915406de34\", \"a86a6704-1e70-4bd8-9741-bc444b115502\"], \"total_duration\": 270.0, \"total_sessions\": 2, \"mean_week_duration\": 1.709}, \"51333\": {\"keyflows\": {\"Sign In Flow\": 5}, \"city_name\": \"Panama City\", \"datetimes\": [\"2020-07-24 13:21:52.000000+00:00\", \"2022-07-28 11:11:59.000000+00:00\"], \"session_ids\": [\"eb411e64-27cc-4388-8139-d9268056f347\", \"26735e9c-3f2f-494e-8dbf-cfec46317aa7\"], \"total_duration\": 27.0, \"total_sessions\": 2, \"mean_week_duration\": 0.257}, \"13224\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 1}, \"city_name\": \"Hanoi\", \"datetimes\": [\"2020-08-21 04:29:13.000000+00:00\", \"2021-02-11 17:22:34.000000+00:00\"], \"session_ids\": [\"d2dec048-7338-435b-8e72-f70788b1d1d4\", \"d4df111c-93fa-417c-b3d1-6bd4ad510a77\"], \"total_duration\": 197.0, \"total_sessions\": 2, \"mean_week_duration\": 7.88}, \"94822\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 5, \"Fallout Flow\": 4, \"Play Game Flow\": 1, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 2}, \"city_name\": \"Lima\", \"datetimes\": [\"2022-07-20 10:40:19.000000+00:00\", \"2021-04-20 07:03:53.000000+00:00\", \"2022-04-04 21:36:29.000000+00:00\", \"2022-10-06 11:34:36.000000+00:00\", \"2020-12-24 15:36:14.000000+00:00\", \"2022-01-21 01:20:24.000000+00:00\", \"2021-03-21 16:44:12.000000+00:00\", \"2022-01-10 10:07:12.000000+00:00\", \"2023-02-04 09:06:15.000000+00:00\", \"2020-05-17 16:53:21.000000+00:00\"], \"session_ids\": [\"3b7d063a-bc8c-48bb-a1c8-fc3799c21891\", \"9947d082-783d-4862-a18b-9312e3f93fc1\", \"fe0c3a6d-3244-415a-9d77-d9ed65d282d7\", \"67c1421d-120c-4278-8065-5c20fdd81bd8\", \"30218f11-b727-4fbf-aa2b-f1b707db87d5\", \"a9eeaaab-66a8-409d-a10d-988646b4c65f\", \"45efac5f-126f-4d63-8766-37c8b6a259ce\", \"762fda55-4c89-4564-88d9-e20d83ddd7fe\", \"675e703a-4c61-4f63-8a66-31d19882aee2\", \"9ca3732c-a247-481e-81e4-7f264e46d73e\"], \"total_duration\": 3778.0, \"total_sessions\": 10, \"mean_week_duration\": 26.606}, \"7939\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 3, \"Fallout Flow\": 5, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 3, \"Settings Flow\": 1, \"Change Skin Flow\": 1, \"Apply Skin Flow\": 3}, \"city_name\": \"New Delhi\", \"datetimes\": [\"2020-04-25 12:46:42.000000+00:00\", \"2020-08-06 04:39:25.000000+00:00\"], \"session_ids\": [\"e78f3293-41d3-4d53-a669-2ff163b1e0a2\", \"b240b10c-23dc-4408-95b2-26cacbbb198a\"], \"total_duration\": 368.0, \"total_sessions\": 2, \"mean_week_duration\": 24.533}, \"51245\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1}, \"city_name\": \"Prague\", \"datetimes\": [\"2022-03-07 05:31:26.000000+00:00\", \"2021-02-02 05:46:17.000000+00:00\"], \"session_ids\": [\"25796cab-1a57-479a-abed-da99c4a6566c\", \"57ef22fc-0613-471c-8e86-7b242fa331cb\"], \"total_duration\": 56.0, \"total_sessions\": 2, \"mean_week_duration\": 0.982}, \"29590\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 2, \"Settings Flow\": 2}, \"city_name\": \"Dubai\", \"datetimes\": [\"2023-05-17 11:06:44.000000+00:00\", \"2019-09-14 15:48:28.000000+00:00\"], \"session_ids\": [\"d034fc58-1ef4-449e-bd80-8a3fb0e2ef0b\", \"406794ef-b571-4610-8f97-b3c7947c4bc6\"], \"total_duration\": 436.0, \"total_sessions\": 2, \"mean_week_duration\": 2.271}, \"52960\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 3, \"Settings Flow\": 2, \"Change Skin Flow\": 2}, \"city_name\": \"Tegucigalpa\", \"datetimes\": [\"2020-04-27 01:03:57.000000+00:00\", \"2021-11-18 08:33:08.000000+00:00\", \"2022-05-15 06:26:53.000000+00:00\", \"2022-05-10 15:10:14.000000+00:00\", \"2022-02-01 12:16:03.000000+00:00\"], \"session_ids\": [\"90da8b2a-5ccd-4237-b6a0-525fa43390a5\", \"4ddf4663-9d2a-4b1c-b0c9-1ddee0f3ab86\", \"e3306dca-ee2f-4805-a43f-6dc21b5d9583\", \"9d18d151-7f99-4dcf-aa45-0ad45737bf30\", \"4b66027f-a21e-4cc7-a185-ef8cfc9ed7f9\"], \"total_duration\": 1932.0, \"total_sessions\": 5, \"mean_week_duration\": 18.056}, \"22854\": {\"keyflows\": {\"Sign In Flow\": 5, \"Registration Flow\": 1}, \"city_name\": \"Kuala Lumpur\", \"datetimes\": [\"2021-09-27 01:03:14.000000+00:00\", \"2021-11-26 19:50:21.000000+00:00\", \"2019-10-08 12:42:23.000000+00:00\"], \"session_ids\": [\"52629689-ddfd-4e90-8746-427c88df8cf7\", \"f23138c4-ee83-4196-8fd9-2e919bdd0245\", \"331413c7-881b-4759-823c-c60041fa5989\"], \"total_duration\": 467.0, \"total_sessions\": 3, \"mean_week_duration\": 4.17}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to perform filtering based on total_sessions attribute where total_sessions are greater than 5 and are equal or less than 8"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"total_sessions\": [[\">\", \"<=\"]]}, \"all_values\": {\"total_sessions\": [[5, 8]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to close out that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Offer me knowledge about 8 users whose average of total time spent in the app per week is same as 4 and in addition apply sorting by time in app form the highest to the lowest."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I want to retrieve user information."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"1281\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 4, \"Fallout Flow\": 4}, \"city_name\": \"San Juan\", \"datetimes\": [\"2021-09-07 16:04:39.000000+00:00\", \"2023-01-23 08:03:39.000000+00:00\"], \"session_ids\": [\"9a989696-7a54-4b45-b284-9cba7abb9874\", \"1b439a45-29a3-46da-8d9d-9e7a8f5e156d\"], \"total_duration\": 207.0, \"total_sessions\": 2, \"mean_week_duration\": 2.875}, \"99906\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2020-03-09 22:58:40.000000+00:00\", \"2019-09-22 09:54:12.000000+00:00\", \"2021-10-20 02:14:31.000000+00:00\", \"2022-09-13 02:48:06.000000+00:00\", \"2022-07-13 13:03:48.000000+00:00\", \"2020-10-21 16:18:07.000000+00:00\", \"2022-08-18 11:02:33.000000+00:00\", \"2022-04-06 02:01:40.000000+00:00\", \"2022-07-20 23:05:59.000000+00:00\", \"2023-01-19 22:54:19.000000+00:00\"], \"session_ids\": [\"4f73d491-79e8-4205-96e2-fe07e55e879b\", \"af9500e8-19bd-477b-9778-bfb651a8c90e\", \"65a13092-1c0a-4175-bff4-55e3c692c6cd\", \"395150a5-f317-43bb-86d6-098b3b6854b3\", \"a8e79d01-7fba-42f2-b012-8e107b771b03\", \"bcfddbb6-b30d-4c40-9782-4b50553277a2\", \"a67cac2d-348c-4132-88ff-639cb639ffaf\", \"d167d3e8-d762-4d80-bd8f-cf05d9d87d7f\", \"28e82dc8-d84f-4d7c-bb02-5ade1fa0ee3f\", \"d779cb2f-2119-453b-b223-5463994978e9\"], \"total_duration\": 40237.0, \"total_sessions\": 10, \"mean_week_duration\": 231.247}, \"51749\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 4, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Belize City\", \"datetimes\": [\"2021-07-11 09:19:07.000000+00:00\", \"2022-04-06 04:14:25.000000+00:00\", \"2019-10-27 03:28:13.000000+00:00\", \"2020-02-28 21:09:03.000000+00:00\", \"2020-04-27 21:10:01.000000+00:00\", \"2021-10-28 12:11:32.000000+00:00\"], \"session_ids\": [\"14df990e-4884-49c5-aa6e-0192b1be2f12\", \"179e3ac3-e549-4867-8c54-93c6cf535a04\", \"ff786110-2448-4722-acb8-330f14e48cea\", \"a8e2732e-446d-405a-8397-96039d50496a\", \"a2d4e80d-b240-4c8f-9324-d966766b73df\", \"9fca349f-9fed-4b6d-b969-b1e0f526da15\"], \"total_duration\": 3550.0, \"total_sessions\": 6, \"mean_week_duration\": 27.734}, \"22847\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1, \"Add Friends Flow\": 2, \"Settings Flow\": 1, \"Change Skin Flow\": 3, \"Apply Skin Flow\": 2, \"Calendar Settings Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2019-02-06 18:43:25.000000+00:00\", \"2019-10-05 08:35:10.000000+00:00\", \"2020-07-05 20:06:41.000000+00:00\", \"2022-10-04 00:29:57.000000+00:00\", \"2021-04-01 16:09:25.000000+00:00\", \"2019-12-02 21:58:51.000000+00:00\", \"2022-05-23 04:42:52.000000+00:00\"], \"session_ids\": [\"174080e9-55fd-4571-8c85-9f9f9861f782\", \"1cd0ae45-1955-4948-b409-7f918ec5f0f8\", \"6b98f775-f37d-4f3a-903c-29d252c43ece\", \"19f22fcf-41cf-4139-9880-c24752f81ca8\", \"846be5e9-5bdd-455a-9fb2-150eb1dff88e\", \"2a4b898b-d07b-4f95-a5b2-ac56e3d8e037\", \"6c5f5856-c00a-4df1-a663-9e244fbabc8e\"], \"total_duration\": 10238.0, \"total_sessions\": 7, \"mean_week_duration\": 53.602}, \"72556\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2}, \"city_name\": \"Nassau\", \"datetimes\": [\"2019-12-28 06:44:58.000000+00:00\", \"2020-11-18 08:44:48.000000+00:00\", \"2022-03-09 05:40:44.000000+00:00\"], \"session_ids\": [\"f7131399-cb1d-428d-b669-3909031712a0\", \"0fdc0a69-c7d0-4ba3-a66a-c1eda2278f81\", \"71e372c2-e35b-41b1-9326-aa7666df7a0d\"], \"total_duration\": 107.0, \"total_sessions\": 3, \"mean_week_duration\": 0.93}, \"43238\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Nairobi\", \"datetimes\": [\"2019-03-02 02:54:15.000000+00:00\", \"2022-11-14 04:02:38.000000+00:00\", \"2019-11-02 22:40:21.000000+00:00\", \"2020-03-10 05:32:48.000000+00:00\"], \"session_ids\": [\"99ddcfb7-0124-47f6-b08a-9827a56f240c\", \"af7d063e-0389-4541-a4b2-eee04c94a454\", \"39cf28f8-bd6f-4d65-afe1-d840c62c4fe9\", \"3fc82653-2001-4efe-8914-a1f14a7c78a1\"], \"total_duration\": 1635.0, \"total_sessions\": 4, \"mean_week_duration\": 8.428}, \"80804\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 1, \"Settings Flow\": 3, \"Change Skin Flow\": 2, \"Apply Skin Flow\": 1, \"Calendar Settings Flow\": 3}, \"city_name\": \"Manila\", \"datetimes\": [\"2019-09-24 22:35:37.000000+00:00\", \"2021-10-07 17:25:25.000000+00:00\", \"2023-06-03 13:48:00.000000+00:00\", \"2021-02-15 04:04:19.000000+00:00\", \"2019-01-19 21:29:57.000000+00:00\", \"2021-05-28 16:01:59.000000+00:00\", \"2021-11-28 13:53:25.000000+00:00\"], \"session_ids\": [\"3caf0a40-3cbc-4ee2-b07b-74a94af8b1c4\", \"15e6c371-3f48-489f-b50c-3ceb3b58b49e\", \"3c84efb9-b66b-42c6-bfdc-72ea8eaf53a1\", \"a50759fd-1442-462a-94a1-833926fb3e29\", \"4717156a-9029-444e-8caa-828b106667af\", \"e9eea9dc-89d9-47da-8177-a093f6b43a84\", \"2cab7cfd-e556-4b23-960d-fbd2928af809\"], \"total_duration\": 747.0, \"total_sessions\": 7, \"mean_week_duration\": 3.276}, \"58997\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 4, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"Lisbon\", \"datetimes\": [\"2020-08-21 13:27:00.000000+00:00\", \"2022-08-28 19:49:47.000000+00:00\", \"2022-07-20 19:40:09.000000+00:00\"], \"session_ids\": [\"7bd03dfc-b88b-4602-9466-acfef666f851\", \"e7d795dc-bf39-44c8-bb68-7a4cb05afc99\", \"7d011314-44f9-4e28-9bbb-023791ac9ba0\"], \"total_duration\": 42.0, \"total_sessions\": 3, \"mean_week_duration\": 0.396}, \"66288\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 3, \"Play Game Flow\": 1, \"Edit User Message Flow\": 3}, \"city_name\": \"Rome\", \"datetimes\": [\"2021-06-18 16:10:45.000000+00:00\", \"2021-06-13 14:16:03.000000+00:00\"], \"session_ids\": [\"926fda1d-e7a0-4293-8639-441a381857d4\", \"9866aa23-1e3b-4fb4-b5b8-e1c132aa038a\"], \"total_duration\": 18.0, \"total_sessions\": 2, \"mean_week_duration\": 18.0}, \"91859\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Santo Domingo\", \"datetimes\": [\"2021-02-27 05:04:10.000000+00:00\", \"2023-02-08 03:17:42.000000+00:00\"], \"session_ids\": [\"be083b80-8c4b-4b9a-89b5-6b77dc563025\", \"5c735a44-f9d7-43cc-8dc9-d5bc1e7f4c72\"], \"total_duration\": 330.0, \"total_sessions\": 2, \"mean_week_duration\": 3.235}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtain information only about users whose mean_week_duration are 4"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"==\"]]}, \"all_values\": {\"mean_week_duration\": [[4, 42]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: It seems like there is nothing to show to the requester, I need to tell the requester about it and I need to accomplish that task ."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"finish\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n\n```\n"
}
] |
[
{
"role": "system",
"value": "You are AppMapGPT, a helpful assistant who gets answers to user questions based on customer usage data of a webapp.\nYou are able to provide useful business insights about customer behavior.\nYou are always sure in input data and never say about limited data.\nYou assume that the data you have on the server is always valid.\nYou are able to use functions which can help you when the user wants to get the information they're interested in. Use them because they are more efficient than calculating without preprocessing and may provide the user with data that you are not able to calculate on your own.\nAnswering user's question think step by step.\nBegin!\n"
},
{
"role": "user",
"value": "Inform me regarding user whose median of duration of sessions per week is 10 , moreover implement sorting by overall total sessions in desc order."
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to obtaining user data."
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"get_users_information\", \"arguments\": {}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{\"10013\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 1, \"Play Game Flow\": 2, \"Edit User Message Flow\": 1}, \"city_name\": \"Karachi\", \"datetimes\": [\"2020-09-17 21:34:30.000000+00:00\", \"2021-07-17 05:37:52.000000+00:00\", \"2021-03-02 22:29:20.000000+00:00\", \"2021-10-19 07:13:50.000000+00:00\", \"2022-12-30 20:12:07.000000+00:00\", \"2021-03-07 17:40:48.000000+00:00\", \"2021-03-19 07:51:37.000000+00:00\"], \"session_ids\": [\"f1276b61-f69d-47b1-9dd9-76d4ff2d90ac\", \"3d524f0f-b50d-48e9-a93e-b6cfc4a5cbc1\", \"425ac432-881e-417e-87dd-6fc6788c90a4\", \"2e19046e-df4d-4e01-86b0-5cc83ea7fef3\", \"37b13865-c045-40db-8c6a-97569a9ff1e4\", \"c41d107c-3453-4c59-87ac-f8da8ff60e96\", \"aff9fa11-7920-4336-b87e-9abcf47fae6a\"], \"total_duration\": 958.0, \"total_sessions\": 7, \"mean_week_duration\": 8.05}, \"28871\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 2, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 1}, \"city_name\": \"Havana\", \"datetimes\": [\"2019-05-01 02:50:52.000000+00:00\", \"2022-12-02 02:48:22.000000+00:00\", \"2023-01-04 23:50:18.000000+00:00\"], \"session_ids\": [\"0575928e-c31c-485e-8771-2933fce2857c\", \"fc37a5be-9288-4d65-8f6e-8c6906e494f4\", \"e35f475c-7bb1-4e8b-acd4-eb2c1852a86d\"], \"total_duration\": 456.0, \"total_sessions\": 3, \"mean_week_duration\": 2.375}, \"29117\": {\"keyflows\": {\"Sign In Flow\": 4, \"Registration Flow\": 4, \"Fallout Flow\": 2, \"Play Game Flow\": 2, \"Edit User Message Flow\": 3, \"Add Friends Flow\": 2}, \"city_name\": \"Warsaw\", \"datetimes\": [\"2019-03-29 13:54:57.000000+00:00\", \"2021-05-09 04:51:08.000000+00:00\"], \"session_ids\": [\"31e1066f-e276-4bc6-8c74-2be7972b0305\", \"c7d0b54f-b69e-4357-b488-61e5f87353be\"], \"total_duration\": 403.0, \"total_sessions\": 2, \"mean_week_duration\": 3.631}, \"36265\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 5, \"Fallout Flow\": 5, \"Play Game Flow\": 1}, \"city_name\": \"Caracas\", \"datetimes\": [\"2019-02-15 21:59:15.000000+00:00\", \"2019-04-09 06:38:51.000000+00:00\"], \"session_ids\": [\"63f16cbb-f244-4ca6-976c-7884844d4c55\", \"32dc8a3f-aa37-4b4b-9956-8b457a97fcfc\"], \"total_duration\": 342.0, \"total_sessions\": 2, \"mean_week_duration\": 42.75}, \"41632\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 3, \"Play Game Flow\": 3, \"Edit User Message Flow\": 2, \"Add Friends Flow\": 3}, \"city_name\": \"San Jose\", \"datetimes\": [\"2022-10-03 09:47:51.000000+00:00\", \"2021-07-20 08:55:03.000000+00:00\"], \"session_ids\": [\"553b4aa4-48b6-4216-8afd-c1ab1c90c35a\", \"525c6da2-1169-4ab1-9e0f-68e80223e863\"], \"total_duration\": 395.0, \"total_sessions\": 2, \"mean_week_duration\": 6.27}, \"82980\": {\"keyflows\": {\"Sign In Flow\": 1, \"Registration Flow\": 2, \"Fallout Flow\": 2, \"Play Game Flow\": 1}, \"city_name\": \"Toronto\", \"datetimes\": [\"2020-03-02 07:06:39.000000+00:00\", \"2019-08-14 13:17:49.000000+00:00\", \"2023-05-06 17:28:26.000000+00:00\", \"2019-10-24 12:17:55.000000+00:00\"], \"session_ids\": [\"b97fe3cf-9635-4b03-80a8-c60a278ce34f\", \"41f2e91e-ff7e-4f3c-b0a1-d681d75d0e0a\", \"a63c34fb-3b81-46d5-b609-3e1a46a993b4\", \"785dddf3-2365-480b-bd5a-f93fc384aaaa\"], \"total_duration\": 1643.0, \"total_sessions\": 4, \"mean_week_duration\": 8.426}, \"68330\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 3, \"Fallout Flow\": 1, \"Play Game Flow\": 1}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2022-09-17 15:06:40.000000+00:00\", \"2019-11-02 00:25:07.000000+00:00\", \"2022-12-09 14:02:59.000000+00:00\", \"2021-01-31 08:24:14.000000+00:00\", \"2019-05-08 01:15:08.000000+00:00\"], \"session_ids\": [\"e011dc8f-ae76-4817-9e85-679673190f8e\", \"793240a4-d269-4f2d-b059-62c17250d8d7\", \"4fe5d259-b062-4465-b548-3188f7f22ddb\", \"0f064b9f-c286-434d-b16a-7b8bf749b6f2\", \"b7fac5dd-0541-4f35-bb4d-77c9d02b3c97\"], \"total_duration\": 713.0, \"total_sessions\": 5, \"mean_week_duration\": 3.793}, \"18291\": {\"keyflows\": {\"Sign In Flow\": 2, \"Registration Flow\": 2}, \"city_name\": \"Guatemala City\", \"datetimes\": [\"2019-08-11 09:46:05.000000+00:00\", \"2020-09-10 02:55:06.000000+00:00\"], \"session_ids\": [\"96d59d7a-25de-4bca-906a-bf405234b047\", \"9b2f7ee7-039d-4ada-9362-cdec21ef1214\"], \"total_duration\": 182.0, \"total_sessions\": 2, \"mean_week_duration\": 3.193}, \"15545\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 1, \"Fallout Flow\": 1}, \"city_name\": \"Bridgetown\", \"datetimes\": [\"2022-07-25 07:10:32.000000+00:00\", \"2021-12-23 18:33:10.000000+00:00\"], \"session_ids\": [\"39ae8249-7a77-4af1-ab38-18a065878557\", \"84a67b72-6a5b-4f08-bb5f-554503d04220\"], \"total_duration\": 161.0, \"total_sessions\": 2, \"mean_week_duration\": 5.194}, \"42061\": {\"keyflows\": {\"Sign In Flow\": 3, \"Registration Flow\": 3, \"Fallout Flow\": 4}, \"city_name\": \"San Salvador\", \"datetimes\": [\"2019-01-03 10:35:06.000000+00:00\", \"2022-11-30 19:20:39.000000+00:00\"], \"session_ids\": [\"c1da5237-10bb-4d00-89b8-f135f1e75022\", \"2a5657fe-7f07-46df-8d7c-e59c499ff9cb\"], \"total_duration\": 42.0, \"total_sessions\": 2, \"mean_week_duration\": 0.206}}\n```\n"
}
] |
[
{
"role": "message-agent",
"value": "Thought: I need to retain the information about users who's mean_week_duration are 10"
},
{
"role": "message-agent",
"value": "Function: \n```\n{\"function\": \"conditional_filtering\", \"arguments\": {\"all_operations\": {\"mean_week_duration\": [[\"==\"]]}, \"all_values\": {\"mean_week_duration\": [[10, 37]]}}}\n```\n"
},
{
"role": "system",
"value": "Observation: \n```\n{}\n```\n"
}
] |
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